Setup

resultsPath=file.path(getwd(),"Results")
# Gather parameters from command line  
#dir.create(file.path(resultsPath,"cache"), showWarnings=F, recursive=T)
nCores <- parallel::detectCores()#params$nCores
subsetGenes <- params$subsetGenes 
subsetCells <- params$subsetCells 
resolution <-  as.numeric(params$resolution)
interactive <- params$interactive 

root <- getwd()
# Have to setwd via knitr
# knitr::opts_knit$set(root.dir=resultsPath, child.path = resultsPath)
knitr::opts_chunk$set(echo=T, error=T, root.dir = resultsPath 
                      # cache=T, cache.lazy=T
                      ) 

# Utilize parallel processing later on
print(paste("**** Utilized Cores **** =", nCores))   
## [1] "**** Utilized Cores **** = 4"
params 
## $subsetGenes
## [1] "protein_coding"
## 
## $subsetCells
## [1] 500
## 
## $resolution
## [1] 0.6
## 
## $resultsPath
## [1] "./"
## 
## $interactive
## [1] FALSE

** ./ **

Load Libraries & Report Versions

library(Seurat)
library(dplyr)
library(gridExtra)
library(knitr) 
library(plotly)
library(ggplot2)
library(reshape2)
library(shiny) 
library(ggrepel)
library(DT) 
library(ComplexHeatmap); #BiocManager::install("ComplexHeatmap") 
 
 
# 
# install.packages('devtools')
# devtools::install_github('talgalili/heatmaply')
## Install Bioconductor
#  if (!requireNamespace("BiocManager"))
#     install.packages("BiocManager")
# BiocManager::install(c("biomaRt"))
library(biomaRt)
# BiocManager::install(c("DESeq2"))
library(DESeq2)
# library(snow); #BiocManager::install("Rmpi") #NOTE: different lib name than install name (snow vs Rmpi)
 
createDT <- function(DF, caption="", scrollY=500){
  data <- DT::datatable(DF, caption=caption,
    extensions = list('Buttons','Scroller'),
    options = list( dom = 'Bfrtip', 
                    buttons = c('copy', 'csv', 'excel', 'pdf', 'print'), 
                    scrollY = scrollY, scrollX=T, scrollCollapse = T, paging = F,  
                      columnDefs = list(list(className = 'dt-center', targets = "_all"))
    )
  ) 
   return(data)
}


# Useful Seurat functions
## Seurat::FindGeneTerms() # Enrichr API
## Seurat::MultiModal_CCA() # Integrates data from disparate datasets (CIA version too)

sessionInfo()
## R version 3.5.1 (2018-07-02)
## Platform: x86_64-apple-darwin15.6.0 (64-bit)
## Running under: macOS  10.14.2
## 
## Matrix products: default
## BLAS: /Library/Frameworks/R.framework/Versions/3.5/Resources/lib/libRblas.0.dylib
## LAPACK: /Library/Frameworks/R.framework/Versions/3.5/Resources/lib/libRlapack.dylib
## 
## locale:
## [1] en_US.UTF-8/en_US.UTF-8/en_US.UTF-8/C/en_US.UTF-8/en_US.UTF-8
## 
## attached base packages:
##  [1] parallel  stats4    grid      stats     graphics  grDevices utils    
##  [8] datasets  methods   base     
## 
## other attached packages:
##  [1] DESeq2_1.22.2               SummarizedExperiment_1.12.0
##  [3] DelayedArray_0.8.0          BiocParallel_1.16.5        
##  [5] matrixStats_0.54.0          Biobase_2.42.0             
##  [7] GenomicRanges_1.34.0        GenomeInfoDb_1.18.1        
##  [9] IRanges_2.16.0              S4Vectors_0.20.1           
## [11] BiocGenerics_0.28.0         biomaRt_2.38.0             
## [13] ComplexHeatmap_1.20.0       DT_0.5.1                   
## [15] ggrepel_0.8.0               shiny_1.2.0                
## [17] reshape2_1.4.3              plotly_4.8.0               
## [19] knitr_1.21                  gridExtra_2.3              
## [21] dplyr_0.7.8                 Seurat_2.3.4               
## [23] Matrix_1.2-15               cowplot_0.9.4              
## [25] ggplot2_3.1.0              
## 
## loaded via a namespace (and not attached):
##   [1] snow_0.4-3             backports_1.1.3        circlize_0.4.5        
##   [4] Hmisc_4.1-1            plyr_1.8.4             igraph_1.2.2          
##   [7] lazyeval_0.2.1         splines_3.5.1          digest_0.6.18         
##  [10] foreach_1.4.4          htmltools_0.3.6        lars_1.2              
##  [13] gdata_2.18.0           magrittr_1.5           checkmate_1.9.0       
##  [16] memoise_1.1.0          cluster_2.0.7-1        mixtools_1.1.0        
##  [19] ROCR_1.0-7             annotate_1.60.0        R.utils_2.7.0         
##  [22] prettyunits_1.0.2      colorspace_1.3-2       blob_1.1.1            
##  [25] xfun_0.4               crayon_1.3.4           RCurl_1.95-4.11       
##  [28] jsonlite_1.6           genefilter_1.64.0      bindr_0.1.1           
##  [31] survival_2.43-3        zoo_1.8-4              iterators_1.0.10      
##  [34] ape_5.2                glue_1.3.0             gtable_0.2.0          
##  [37] zlibbioc_1.28.0        XVector_0.22.0         GetoptLong_0.1.7      
##  [40] kernlab_0.9-27         shape_1.4.4            prabclus_2.2-6        
##  [43] DEoptimR_1.0-8         scales_1.0.0           mvtnorm_1.0-8         
##  [46] DBI_1.0.0              bibtex_0.4.2           Rcpp_1.0.0            
##  [49] metap_1.0              dtw_1.20-1             progress_1.2.0        
##  [52] viridisLite_0.3.0      xtable_1.8-3           htmlTable_1.13.1      
##  [55] reticulate_1.10        foreign_0.8-71         bit_1.1-14            
##  [58] proxy_0.4-22           mclust_5.4.2           SDMTools_1.1-221      
##  [61] Formula_1.2-3          tsne_0.1-3             htmlwidgets_1.3       
##  [64] httr_1.4.0             gplots_3.0.1           RColorBrewer_1.1-2    
##  [67] fpc_2.1-11.1           acepack_1.4.1          modeltools_0.2-22     
##  [70] ica_1.0-2              pkgconfig_2.0.2        XML_3.98-1.16         
##  [73] R.methodsS3_1.7.1      flexmix_2.3-14         nnet_7.3-12           
##  [76] locfit_1.5-9.1         tidyselect_0.2.5       rlang_0.3.1           
##  [79] later_0.7.5            AnnotationDbi_1.44.0   munsell_0.5.0         
##  [82] tools_3.5.1            RSQLite_2.1.1          ggridges_0.5.1        
##  [85] evaluate_0.12          stringr_1.3.1          yaml_2.2.0            
##  [88] npsurv_0.4-0           bit64_0.9-7            fitdistrplus_1.0-11   
##  [91] robustbase_0.93-3      caTools_1.17.1.1       purrr_0.2.5           
##  [94] RANN_2.6.1             bindrcpp_0.2.2         pbapply_1.3-4         
##  [97] nlme_3.1-137           mime_0.6               R.oo_1.22.0           
## [100] hdf5r_1.0.1            compiler_3.5.1         rstudioapi_0.9.0      
## [103] png_0.1-7              lsei_1.2-0             geneplotter_1.60.0    
## [106] tibble_2.0.0           stringi_1.2.4          lattice_0.20-38       
## [109] trimcluster_0.1-2.1    pillar_1.3.1           Rdpack_0.10-1         
## [112] lmtest_0.9-36          GlobalOptions_0.1.0    data.table_1.11.8     
## [115] bitops_1.0-6           irlba_2.3.2            gbRd_0.4-11           
## [118] httpuv_1.4.5.1         R6_2.3.0               latticeExtra_0.6-28   
## [121] promises_1.0.1         KernSmooth_2.23-15     codetools_0.2-16      
## [124] MASS_7.3-51.1          gtools_3.8.1           assertthat_0.2.0      
## [127] rjson_0.2.20           withr_2.1.2            GenomeInfoDbData_1.2.0
## [130] hms_0.4.2              diptest_0.75-7         doSNOW_1.0.16         
## [133] rpart_4.1-13           tidyr_0.8.2            class_7.3-15          
## [136] rmarkdown_1.11         segmented_0.5-3.0      Rtsne_0.15            
## [139] base64enc_0.1-3
print(paste("Seurat ", packageVersion("Seurat")))
## [1] "Seurat  2.3.4"

Load Data

## ! IMPORTANT! Must not setwd to local path when launching on cluster
# setwd("~/Desktop/PD_scRNAseq/")
dir.create(file.path(root,"Data"), showWarnings=F) 
load(file.path(root,"Data/seurat_object_add_HTO_ids.Rdata"))
pbmc <- seurat.obj  
rm(seurat.obj)

Pre-filtered Dimensions

pbmc
## An object of class seurat in project RAJ_13357 
##  24914 genes across 22113 samples.

Clean Metadata

Add Metadata

metadata <- read.table(file.path(root,"Data/meta.data4.tsv"))
createDT( metadata, caption = "Metadata")  
## Warning in instance$preRenderHook(instance): It seems your data is too
## big for client-side DataTables. You may consider server-side processing:
## https://rstudio.github.io/DT/server.html
# Make AgeGroups
makeAgeGroups <- function(){
  dim(metadata)
  getMaxRound <- function(vals=metadata$Age, unit=10)unit*ceiling((max(vals)/unit))
  getMinRound <- function(vals=metadata$Age, unit=10)unit*floor((min(vals)/unit)) 
   
  ageBreaks = c(seq(getMinRound(), getMaxRound(), by = 10), getMaxRound()+10)
  AgeGroupsUniq <- c()
  for (i in 1:(length(ageBreaks)-1)){ 
    AgeGroupsUniq <- append(AgeGroupsUniq, paste(ageBreaks[i],ageBreaks[i+1], sep="-")) 
  } 
  data.table::setDT(metadata,keep.rownames = T,check.names = F)[, AgeGroups := cut(Age, 
                                  breaks = ageBreaks, 
                                  right = F, 
                                  labels = AgeGroupsUniq,
                                  nclude.lowest=T)]
  metadata <- data.frame(metadata)
  unique(metadata$AgeGroups)
  head(metadata)
  dim(metadata)
  return(metadata)
}
# metadata <- makeAgeGroups()

pbmc <- AddMetaData(object = pbmc, metadata = metadata)  
# Get rid of any NAs (cells that don't match up with the metadata) 
if(subsetCells==F){
  pbmc <- FilterCells(object = pbmc,  subset.names = "nGene", low.thresholds = 0)
} else {pbmc <- FilterCells(object = pbmc,  subset.names = "nGene", low.thresholds = 0,
                    # Subset for testing 
                    cells.use = pbmc@cell.names[0:subsetCells]
                    )
}  

Filter & Normalize Data

Subset Genes by Biotype

Include only subsets of genes by type. Biotypes from: https://useast.ensembl.org/info/genome/genebuild/biotypes.html

subsetBiotypes <- function(pbmc, subsetGenes){
  if( subsetGenes!=F ){
    print(paste("Subsetting genes:",subsetGenes))
    # If the gene_biotypes file exists, import csv. Otherwise, get from biomaRt
    if(file_test("-f", file.path(root,"Data/gene_biotypes.csv"))){
      biotypes <- read.csv(file.path(root,"Data/gene_biotypes.csv"))
    }
    else {
      ensembl <- useMart(biomart="ENSEMBL_MART_ENSEMBL", host="grch37.ensembl.org",
                       dataset="hsapiens_gene_ensembl") 
      ensembl <- useDataset(mart = ensembl, dataset = "hsapiens_gene_ensembl")
      listFilters(ensembl)
      listAttributes(ensembl)   
      biotypes <- getBM(attributes=c("hgnc_symbol", "gene_biotype"), filters="hgnc_symbol",
            values=row.names(pbmc@data), mart=ensembl) 
      write.csv(biotypes, file.path(root,"Data/gene_biotypes.csv"), quote=F, row.names=F)
    } 
    # Subset data by creating new Seurat object (annoying but necessary)
    geneSubset <- biotypes[biotypes$gene_biotype==subsetGenes,"hgnc_symbol"] 
    
    print(paste(dim(pbmc@raw.data[geneSubset, ])[1],"/", dim(pbmc@raw.data)[1], 
                "genes are", subsetGenes))
    # Add back into pbmc 
    subset.matrix <- pbmc@raw.data[geneSubset, ] # Pull the raw expression matrix from the original Seurat object containing only the genes of interest
    pbmc_sub <- CreateSeuratObject(subset.matrix) # Create a new Seurat object with just the genes of interest
    orig.ident <- row.names(pbmc@meta.data) # Pull the identities from the original Seurat object as a data.frame
    pbmc_sub <- AddMetaData(object = pbmc_sub, metadata = pbmc@meta.data) # Add the idents to the meta.data slot
    pbmc_sub <- SetAllIdent(object = pbmc_sub, id = "ident") # Assign identities for the new Seurat object
    pbmc <- pbmc_sub
    rm(list = c("pbmc_sub","geneSubset", "subset.matrix", "orig.ident")) 
  } 
}

subsetBiotypes(pbmc, subsetGenes)
## [1] "Subsetting genes: protein_coding"
## [1] "14827 / 24914 genes are protein_coding"

Subset Cells

Filter by cells, normalize , filter by gene variability.

pbmc <- FilterCells(object = pbmc, subset.names = c("nGene", "percent.mito"), 
    low.thresholds = c(200, -Inf), high.thresholds = c(2500, 0.05))

pbmc <- NormalizeData(object = pbmc, normalization.method = "LogNormalize", 
    scale.factor = 10000)

Subset Genes by Variance

** Important!**: Specify do.par = T, and num.cores = nCores in ‘ScaleData’ to use all available cores.

# Store the top most variable genes in @var.genes
pbmc <- FindVariableGenes(object = pbmc, mean.function = ExpMean, dispersion.function = LogVMR,
    x.low.cutoff = 0.0125, x.high.cutoff = 3, y.cutoff = 0.5)

# IMPORTANT!: Must set do.par=T and num.cors = n for large datasets being processed on computing clusters
# IMPORTANT!: Use only the var.genes identified by 'FindVariableGenes' as the 'gene.use' arg in 'ScaleData'
## This will greatly reduced the computational load.

# par.Cores <- ifelse(nCores <= 12, 48, nCores)
pbmc <- ScaleData(object = pbmc, genes.use = pbmc@var.genes, vars.to.regress = c("nUMI", "percent.mito"), 
                  do.par = T, num.cores = nCores)
## Regressing out: nUMI, percent.mito
## 
## Time Elapsed:  9.80714583396912 secs
## Scaling data matrix

Filtered Dimensions

pbmc
## An object of class seurat in project RAJ_13357 
##  24914 genes across 495 samples.

Diagnostic Plots

Violin Plots

vp <- VlnPlot(object = pbmc, features.plot = c("nGene", "nUMI", "percent.mito"),nCol = 3, do.return = T) %>% + ggplot2::aes(alpha=0.5)
vp

Gene Plots

percent.mito plot

# par(mfrow = c(1, 2))
gp1 <- GenePlot(object = pbmc, gene1 = "nUMI", gene2 = "percent.mito", pch.use=20, 
         do.hover=ifelse(interactive==T, T, F), data.hover = "mut")
gp1
## NULL

nGene plot

gp2 <- GenePlot(object = pbmc, gene1 = "nUMI", gene2 = "nGene", pch.use=20, 
         do.hover=ifelse(interactive==T, T, F), data.hover = "mut")
gp2
## NULL

Dimensionality Reduction

PCA

ProjectPCA scores each gene in the dataset (including genes not included in the PCA) based on their correlation with the calculated components. Though we don’t use this further here, it can be used to identify markers that are strongly correlated with cellular heterogeneity, but may not have passed through variable gene selection. The results of the projected PCA can be explored by setting use.full=T in the functions above

  • Other Dim Reduction Methods in Seurat
  • RunCCA()
  • RunMultiCCA()
  • RunDiffusion()
  • RunPHATE()
  • RunUMAP()
  • RunICA()
# Run PCA with only the top most variables genes
pbmc <- RunPCA(object = pbmc, pc.genes = pbmc@var.genes, do.print=F) #, pcs.print = 1:5,  genes.print = 5
# Store in Seurat object so you don't have to recalculate it for the tSNE/UMAP steps
pbmc <- ProjectPCA(object = pbmc, do.print=F) 

VizPCA

VizPCA(object = pbmc, pcs.use = 1:2)

PCA plot

PCAPlot(object = pbmc, dim.1 = 1, dim.2 = 2, do.hover=ifelse(interactive==T, T, F), data.hover="mut")

PCHeatmaps

# 'PCHeatmap' is a wrapper for heatmap.2  
PCHeatmap(object = pbmc, pc.use = 1:12, do.balanced=T, label.columns=F, use.full=F)  

Significant PCs

Determine statistically significant PCs for further analysis. NOTE: This process can take a long time for big datasets, comment out for expediency. More approximate techniques such as those implemented in PCElbowPlot() can be used to reduce computation time

#pbmc <- JackStraw(object = pbmc, num.replicate = 100, display.progress = FALSE)
PCElbowPlot(object = pbmc)

Find Cell Clusters

We first construct a KNN graph based on the euclidean distance in PCA space, and refine the edge weights between any two cells based on the shared overlap in their local neighborhoods (Jaccard similarity). To cluster the cells, we apply modularity optimization techniques such as the Louvain algorithm (default) or SLM [SLM, Blondel et al., Journal of Statistical Mechanics], to iteratively group cells together, with the goal of optimizing the standard modularity function.

On Resolution
The FindClusters function implements the procedure, and contains a resolution parameter that sets the ‘granularity’ of the downstream clustering, with increased values leading to a greater number of clusters. We find that setting this parameter between 0.6-1.2 typically returns good results for single cell datasets of around 3K cells. Optimal resolution often increases for larger datasets. The clusters are saved in the object@ident slot.

  • To further increase speed, you can employ an approximate nearest neighbor search via the RANN package by increasing the nn.eps + parameter. Setting this at 0 (the default) represents an exact neighbor search.
  • By default, we perform 100 random starts for clustering and select the result with highest modularity. You can lower this through the n.start parameter to reduce clustering time.
# TRY DIFFERENT RESOLUTIONS
pbmc <- StashIdent(object = pbmc, save.name = "pre_clustering") 
# pbmc <- SetAllIdent(object = pbmc, id = "pre_clustering") 

pbmc <- FindClusters(object = pbmc, reduction.type = "pca", dims.use = 1:10, 
                     resolution = resolution, print.output = F, save.SNN = T, 
                     n.start = 10, nn.eps = 0.5) 
PrintFindClustersParams(object = pbmc) 
## Parameters used in latest FindClusters calculation run on: 2019-01-11 17:55:49
## =============================================================================
## Resolution: 0.6
## -----------------------------------------------------------------------------
## Modularity Function    Algorithm         n.start         n.iter
##      1                   1                 10              10
## -----------------------------------------------------------------------------
## Reduction used          k.param          prune.SNN
##      pca                 30                0.0667
## -----------------------------------------------------------------------------
## Dims used in calculation
## =============================================================================
## 1 2 3 4 5 6 7 8 9 10
pbmc <- StashIdent(object = pbmc, save.name = "post_clustering") 

UMAP

pbmc <- RunUMAP(object = pbmc, dims.use = 1:10, num_threads=0)
# Plot results
DimPlot(object = pbmc, reduction.use = 'umap')

t-SNE

As input to the tSNE, we suggest using the same PCs as input to the clustering analysis, although computing the tSNE based on scaled gene expression is also supported using the genes.use argument.

** Important!**: Specify num_threads=0 in ‘RunTSNE’ to use all available cores.

“FItSNE”, a new fast implementation of t-SNE, is also available through RunTSNE. However FItSNE must first be setup on your computer.

labSize <- 6 

pbmc <- RunTSNE(object=pbmc,  reduction.use = "pca", dims.use = 1:10, do.fast = TRUE, 
                tsne.method = "Rtsne", num_threads=0) #   FItSNE
# note that you can set do.label=T to help label individual clusters
tp <- TSNEPlot(object = pbmc, do.label=T, label.size = labSize, do.return=T) 
ifelse(interactive, tp %>% ggplotly() %>% toWebGL() %>% print(), print(tp))

## [[1]]
##                        tSNE_1       tSNE_2 ident            x            y
## GTCATTTTCCGCATCT  -4.05864698  -1.14411589     0  -4.05864698  -1.14411589
## ATAAGAGAGGAGTTGC  -4.32546793  -5.80920060     1  -4.32546793  -5.80920060
## CATTATCCATGGTCTA  -6.57483387   2.10245924     0  -6.57483387   2.10245924
## CTTAGGAGTGGCGAAT  -2.01312037   3.01846758     0  -2.01312037   3.01846758
## CATCAGAAGCACCGCT   4.83212764  -2.45037069     2   4.83212764  -2.45037069
## GCGGGTTAGTAGCCGA   1.44735936  -2.44013086     2   1.44735936  -2.44013086
## CAGAGAGAGCGCCTTG   4.64017849   0.97292959     0   4.64017849   0.97292959
## CTGAAGTCAGACACTT  -0.08467149   0.63198478     0  -0.08467149   0.63198478
## GGACGTCCAGGTGCCT  -3.03357596  -9.04587550     1  -3.03357596  -9.04587550
## AAAGCAAGTGGTGTAG   1.32857305  -4.58355862     2   1.32857305  -4.58355862
## TCTCATACAGGGCATA  -3.36647670   4.29787740     0  -3.36647670   4.29787740
## AACTCAGGTACTCGCG   7.34238530  -4.97608930     2   7.34238530  -4.97608930
## CACATTTGTGAGTATA  -0.50689146  -0.23972277     0  -0.50689146  -0.23972277
## ACTTTCAAGGTGTTAA  -2.08004652  -0.64225708     0  -2.08004652  -0.64225708
## TGCCCATCAGACGCAA   9.13402932  -6.32730981     2   9.13402932  -6.32730981
## CTAAGACCAATGCCAT   1.80345832   8.88711239     0   1.80345832   8.88711239
## CGGAGCTCATTTGCTT  -5.09720404   5.07677379     0  -5.09720404   5.07677379
## GAGCAGATCGACGGAA  -1.11077199   0.77495094     0  -1.11077199   0.77495094
## TAAACCGAGATCGATA  -3.29730358   4.42928191     0  -3.29730358   4.42928191
## GTCTCGTGTACATCCA  -5.93538351   2.77937007     0  -5.93538351   2.77937007
## GTATCTTAGACCCACC   0.65388268  -8.35125635     1   0.65388268  -8.35125635
## GAGCAGAAGAGCCTAG  -1.01993957  -9.14894701     1  -1.01993957  -9.14894701
## GTGCAGCTCACATAGC   1.50336070   1.62342789     0   1.50336070   1.62342789
## CCTATTAGTAAACCTC   0.23427600   1.44389187     0   0.23427600   1.44389187
## AGAGTGGAGTTTAGGA   2.89658851   3.94572818     0   2.89658851   3.94572818
## TACGGGCAGGTGATTA  10.75812029  -5.04148199     2  10.75812029  -5.04148199
## ACTATCTCAATCTACG  11.21281217  -2.14442173     0  11.21281217  -2.14442173
## CGAGCCATCAGGCAAG   6.25226225   2.17856607     0   6.25226225   2.17856607
## CGAATGTCAATTGCTG  -1.16271052   0.69968511     0  -1.16271052   0.69968511
## TACGGTATCGTTACGA  -3.70584747  -0.89748401     0  -3.70584747  -0.89748401
## CTGTGCTCAAGGTGTG   2.19404389  -3.95312293     2   2.19404389  -3.95312293
## CCATGTCGTAACGACG  -8.13838299   1.90553235     0  -8.13838299   1.90553235
## TGCTGCTAGACACTAA   1.21026858   6.45806438     0   1.21026858   6.45806438
## ACGGGTCTCGCTTAGA   8.91360687  -2.84083910     2   8.91360687  -2.84083910
## ACGAGGAAGGCTAGCA   1.12865893   0.57608187     0   1.12865893   0.57608187
## GCACTCTGTCGGCACT   5.26858295  -3.49644546     2   5.26858295  -3.49644546
## ATCATGGGTTTAAGCC   6.31879712   4.37841269     0   6.31879712   4.37841269
## GCATGTAGTAAAGGAG   4.30225831  -6.16710984     2   4.30225831  -6.16710984
## CAACTAGAGTGGGCTA   0.51508658   5.49427352     0   0.51508658   5.49427352
## AACACGTCAATCAGAA  -4.27973365  -8.70771496     1  -4.27973365  -8.70771496
## AAAGTAGGTGTCTGAT  -3.34148612 -10.04869014     1  -3.34148612 -10.04869014
## CTCATTATCGCTGATA  10.43791869  -4.28233908     2  10.43791869  -4.28233908
## TACTCGCCAACGCACC   0.95211245  -8.07635947     2   0.95211245  -8.07635947
## GGACATTGTCCTGCTT  -7.52100684  -7.78745281     1  -7.52100684  -7.78745281
## ACTGAACAGAGCTGGT   0.75906254   0.29622831     0   0.75906254   0.29622831
## CTCGGGAAGTGCAAGC  -0.68820349   3.33176046     0  -0.68820349   3.33176046
## AGCTCCTAGCATGGCA  -1.03052101  10.13905743     0  -1.03052101  10.13905743
## TATTACCGTCGACTGC   0.57818510   0.94450007     0   0.57818510   0.94450007
## GAACGGACATTTCACT   5.27270927  -4.84578166     2   5.27270927  -4.84578166
## CACAAACTCCCGGATG  -0.40659544   4.97435484     0  -0.40659544   4.97435484
## GCTCCTAAGGGAGTAA   7.05713893  -6.20630267     2   7.05713893  -6.20630267
## GACTAACCATCACGTA  -3.82697337  -9.74320844     1  -3.82697337  -9.74320844
## TACTCGCTCTTAACCT   4.89755191  -4.52472154     2   4.89755191  -4.52472154
## AGGCCGTCAGGAACGT  -2.42341793  -0.36641322     1  -2.42341793  -0.36641322
## CCACTACAGTGCTGCC  -0.55478931   2.19803166     0  -0.55478931   2.19803166
## ATCCACCCAAGCCGTC   5.74544960  -8.56403599     2   5.74544960  -8.56403599
## GAGTCCGAGACTGTAA   4.35878633  -6.25618877     2   4.35878633  -6.25618877
## AAGCCGCCAGAAGCAC   2.17468663   2.57486944     0   2.17468663   2.57486944
## GACACGCCAGATTGCT   2.98027500  -0.48759817     0   2.98027500  -0.48759817
## CGACTTCAGGCTACGA   1.79953585   5.95092796     0   1.79953585   5.95092796
## GGGTTGCCAGTAAGCG   4.42246687  -6.25638008     2   4.42246687  -6.25638008
## AGTGAGGGTCAGAATA  -2.61603854  -3.85849118     0  -2.61603854  -3.85849118
## GATCTAGCAGCCACCA   6.87050620   2.64068002     1   6.87050620   2.64068002
## ACGAGGACAAGACGTG  -6.24933342   8.59440685     0  -6.24933342   8.59440685
## CATATGGCAAGCCGCT   9.70791572   1.36509291     0   9.70791572   1.36509291
## TTATGCTCAGACGCTC  -2.45079655   9.69325154     0  -2.45079655   9.69325154
## AGTGTCAAGTCGCCGT   5.16883258  -0.38514318     0   5.16883258  -0.38514318
## AAGGCAGGTCTGCCAG   7.22899771  -5.58025656     2   7.22899771  -5.58025656
## TCAGGATAGCCCGAAA  12.70541068  -4.40557878     2  12.70541068  -4.40557878
## CCACTACCACTAGTAC   5.24070211   8.11291531     1   5.24070211   8.11291531
## AGCAGCCTCGCCAAAT  -2.03058540  12.23460844     0  -2.03058540  12.23460844
## CTGCCTATCCATGCTC  -5.66763017   9.68138084     0  -5.66763017   9.68138084
## GCTGCAGCATAGTAAG   0.54536976  -0.09756289     0   0.54536976  -0.09756289
## GCGCAGTTCAGTTCGA  -6.66548455   0.89826412     1  -6.66548455   0.89826412
## GGGCATCGTAGCGCTC   6.85767899  -3.80621198     2   6.85767899  -3.80621198
## CTAATGGGTTACGTCA   2.39846087   1.86983708     0   2.39846087   1.86983708
## ATTCTACGTTATCGGT   4.22201540   7.01566979     0   4.22201540   7.01566979
## GAAATGATCAGCTGGC   3.14492604   7.09818225     0   3.14492604   7.09818225
## TGCTACCTCGTCCAGG  -0.13967074  -4.62923838     0  -0.13967074  -4.62923838
## ACATGGTCACTTACGA  -1.94883070   4.66033726     0  -1.94883070   4.66033726
## ACTTTCAAGCGTTGCC   3.33146781   0.13073672     0   3.33146781   0.13073672
## CCTACACGTAAACCTC  -7.31962468   5.11939470     0  -7.31962468   5.11939470
## ATTGGTGAGATCCCAT   9.42313071   1.20778796     0   9.42313071   1.20778796
## CCGGGATCACAGACAG  -4.30412508   4.43462535     1  -4.30412508   4.43462535
## CAGTAACTCTCTTGAT  -9.43756880   3.40579977     0  -9.43756880   3.40579977
## ATCTACTCAATAGCGG   1.67808820   7.66261968     0   1.67808820   7.66261968
## ACCCACTGTTAAGAAC  -5.96540634  -7.83443481     1  -5.96540634  -7.83443481
## ACATACGTCTGCTTGC  -1.38421672   1.34095953     0  -1.38421672   1.34095953
## CGTCTACGTTGAACTC  -5.68378063   2.54739231     0  -5.68378063   2.54739231
## ATTATCCCAGCAGTTT   8.17610114  -1.09975667     0   8.17610114  -1.09975667
## GAAACTCTCGTTACGA  -2.35813414   4.30277669     0  -2.35813414   4.30277669
## GATGAAACATCATCCC   9.73910061  -7.64548392     2   9.73910061  -7.64548392
## CACAGTATCTGTCCGT   3.41442409  -3.13747846     0   3.41442409  -3.13747846
## TGAAAGAAGGAGCGAG  -5.16449429  12.08435988     0  -5.16449429  12.08435988
## CCGGTAGAGACCGGAT   9.54346696   0.79033555     2   9.54346696   0.79033555
## TGCGGGTTCTAACCGA  -6.27852780  -7.34990167     1  -6.27852780  -7.34990167
## GGCGACTTCGCGCCAA  -5.02624680   2.43551652     0  -5.02624680   2.43551652
## GGGATGAAGTCGCCGT   6.30751237   4.33795675     0   6.30751237   4.33795675
## GATTCAGGTACAGACG   2.95374746   2.58284869     0   2.95374746   2.58284869
## TAGACCACAAGAAGAG  -2.84032548   5.19260544     0  -2.84032548   5.19260544
## AATCCAGGTCAGAGGT  -5.28724520  -6.92778695     1  -5.28724520  -6.92778695
## TGAGCCGCAATGGACG  -3.27182946   5.18499389     0  -3.27182946   5.18499389
## CACATAGGTACTCTCC  -3.20997953   1.64686864     0  -3.20997953   1.64686864
## CATGGCGAGCAATATG  -4.79721828  -9.00129143     1  -4.79721828  -9.00129143
## CAGTAACGTTATTCTC  -4.03988567  -4.17597477     1  -4.03988567  -4.17597477
## GCGAGAAGTTCCGTCT   5.14946396   3.73460866     0   5.14946396   3.73460866
## TTTACTGGTCCCTTGT  -8.78209784  -4.08831890     1  -8.78209784  -4.08831890
## ATCATGGCACGAAATA  -6.05026549   8.85657055     0  -6.05026549   8.85657055
## CGCCAAGAGGCAGTCA   3.03436186   2.09424320     0   3.03436186   2.09424320
## CGTCCATGTCCAGTAT  -9.92033868   3.74623356     0  -9.92033868   3.74623356
## TGGCGCATCCATTCTA   6.22909644   6.39153881     0   6.22909644   6.39153881
## CCCATACGTAGCTTGT  -2.03645467   5.74754345     0  -2.03645467   5.74754345
## GCATGCGGTGCTGTAT  -3.63877785   4.84638133     0  -3.63877785   4.84638133
## TTCTTAGCATGCTAGT   2.18265411  -3.03784136     0   2.18265411  -3.03784136
## TGCGCAGAGTGGACGT  -3.88350448  -2.81896413     1  -3.88350448  -2.81896413
## ATTATCCGTTGCTCCT   2.49054023  13.06019267     0   2.49054023  13.06019267
## AGAATAGAGACTAGGC   2.15699900  -6.35168848     2   2.15699900  -6.35168848
## CCTACACAGCTGCAAG   0.02088325  -5.93238345     1   0.02088325  -5.93238345
## GACAGAGAGTGCTGCC   7.47799691  -0.53092398     2   7.47799691  -0.53092398
## GTTCGGGTCCCAAGAT   5.40567439  -3.05065147     2   5.40567439  -3.05065147
## AGTAGTCGTAAGCACG   6.42726322   0.59452481     2   6.42726322   0.59452481
## CTCACACGTACCTACA  -6.07219161   4.56448093     0  -6.07219161   4.56448093
## GCAGTTAAGTGGGTTG  -1.93709415   3.10706140     0  -1.93709415   3.10706140
## GTCAAGTCAGCTCGAC   0.89220844  -7.16183956     2   0.89220844  -7.16183956
## GCTGCGATCCCTAACC  -6.35817134 -10.46527411     1  -6.35817134 -10.46527411
## GATCGTATCCCTAACC   0.28407444   3.59076401     0   0.28407444   3.59076401
## TGAGAGGTCCGTAGTA  -4.01468142   3.73556443     0  -4.01468142   3.73556443
## CTCGTCAGTGCACTTA  -1.00406522   8.36583760     0  -1.00406522   8.36583760
## AGCATACAGCAAATCA   3.50252636   1.12461716     0   3.50252636   1.12461716
## TCGGGACGTGTCAATC  -0.22908855   0.99795162     0  -0.22908855   0.99795162
## ATGCGATGTAAACACA  -1.68480544   7.80550564     0  -1.68480544   7.80550564
## CATGACACACAACGTT   3.12162953  -1.71364769     0   3.12162953  -1.71364769
## GCTTGAAGTGCTAGCC   3.50549250   2.99783379     0   3.50549250   2.99783379
## TTTGGTTTCTCTTATG   0.15753587   2.32143310     0   0.15753587   2.32143310
## ACACCCTGTGAAATCA   6.72803935  -2.50132195     2   6.72803935  -2.50132195
## ATCATGGTCCCTCAGT  -5.83698051   6.21876269     0  -5.83698051   6.21876269
## CCTCTGACAATCAGAA  -3.89297240   9.11916935     0  -3.89297240   9.11916935
## ACATACGAGACACTAA   5.86695139  -7.18055698     2   5.86695139  -7.18055698
## TCACAAGTCCGTAGGC  -3.03699536  -4.28225565     1  -3.03699536  -4.28225565
## GCAGTTAGTCCAGTGC  -6.25281953  -3.88227102     1  -6.25281953  -3.88227102
## AGTGAGGGTTACAGAA   9.81981681  -1.22463288     2   9.81981681  -1.22463288
## CACACAAGTAATCACC   4.47057808   4.20286998     0   4.47057808   4.20286998
## GATCGCGAGGCTAGAC  -5.50249390   2.75923307     0  -5.50249390   2.75923307
## CTCGTACTCCTTTCGG   2.21552438  -1.49764228     0   2.21552438  -1.49764228
## ATCCACCTCGGCGGTT   8.23917772  -6.83170350     2   8.23917772  -6.83170350
## GAAGCAGAGCTAGTTC  -4.36852829  -3.00639841     1  -4.36852829  -3.00639841
## CAGTCCTAGTGTCTCA   8.29841084  -2.53717266     2   8.29841084  -2.53717266
## CGCTTCACAATGGATA  -0.55831969  -0.90005997     0  -0.55831969  -0.90005997
## TCCCGATTCATATCGG   2.35805284   2.80000895     0   2.35805284   2.80000895
## TGTGGTACATATACCG   6.41212760  -0.06079728     0   6.41212760  -0.06079728
## TACCTTACACTACAGT  -5.52070712  -4.79332586     1  -5.52070712  -4.79332586
## GTAGGCCGTCCGTCAG  -7.22161239   6.63626143     0  -7.22161239   6.63626143
## CAGAATCCAATCAGAA   4.40971230  -0.20410889     0   4.40971230  -0.20410889
## GGATTACTCTGTGCAA   0.75498911  -8.18483086     2   0.75498911  -8.18483086
## GTCGTAAGTTTGTTTC   2.83651510  -8.15167839     2   2.83651510  -8.15167839
## GATCGTAAGCCAGTAG  -3.56437607   7.55479250     0  -3.56437607   7.55479250
## GACTACAGTTAAAGAC  -2.06114109   9.22626418     0  -2.06114109   9.22626418
## CATGACACAACACCTA   7.89934622   6.51156957     2   7.89934622   6.51156957
## CACCAGGTCACGCGGT   6.66626771  -9.31566501     0   6.66626771  -9.31566501
## GTCTTCGTCTGAGTGT   0.61296334  -1.02858349     2   0.61296334  -1.02858349
## CCTTCGAAGTGGGATC   4.53428364   3.21719339     0   4.53428364   3.21719339
## GTGCGGTGTCCTGCTT   0.69899806   3.59999486     0   0.69899806   3.59999486
## GTCACAACATGCCTTC  -6.68623536  -3.24565252     1  -6.68623536  -3.24565252
## CAGAGAGTCAGTCAGT   3.17501702   2.60730626     0   3.17501702   2.60730626
## GTGCGGTGTACTCTCC  -2.86454429   1.09372301     0  -2.86454429   1.09372301
## CAGCTAATCAAGATCC  -5.75706492  -1.04747047     1  -5.75706492  -1.04747047
## CAAGATCGTTGGGACA  -0.72034684   5.56631705     0  -0.72034684   5.56631705
## TTTATGCCATCACAAC  10.93810696  -5.33388817     2  10.93810696  -5.33388817
## CGGTTAATCCCAAGTA   1.42040742  -3.77426782     1   1.42040742  -3.77426782
## TAGCCGGTCCGTAGTA  -1.53005948  -7.96430635     1  -1.53005948  -7.96430635
## ACGAGCCGTGTTTGTG   5.09418849  -5.89509026     2   5.09418849  -5.89509026
## AGCATACCAAACCCAT   6.88984597  10.70767225     0   6.88984597  10.70767225
## GAAATGATCAACACTG  -0.04096899   0.80906547     0  -0.04096899   0.80906547
## TATCTCACATAACCTG   6.80206900  -4.64629733     2   6.80206900  -4.64629733
## CCGTACTCACTTCTGC  -9.12525039  -6.89627361     1  -9.12525039  -6.89627361
## CTAGAGTTCAGAGGTG  -4.16584475   3.45971742     0  -4.16584475   3.45971742
## CTGATAGCATACAGCT  -4.50500579   9.54549612     0  -4.50500579   9.54549612
## TCGAGGCCACGGTAGA  -3.34817062  -8.85106399     1  -3.34817062  -8.85106399
## GATCAGTTCACTTATC  -9.37749480   2.07003583     0  -9.37749480   2.07003583
## GTTTCTAAGCCCTAAT  -1.51247495   5.43926312     0  -1.51247495   5.43926312
## CAGCTGGAGGAATTAC  -5.19038014  -5.54359154     1  -5.19038014  -5.54359154
## AGAGTGGTCGATCCCT   2.72122140   4.17465945     0   2.72122140   4.17465945
## CATGGCGCAACTGCTA  -0.93226290   6.96953658     0  -0.93226290   6.96953658
## CTGGTCTGTATATGGA  -1.73902948  -5.97872635     1  -1.73902948  -5.97872635
## CGTCACTCACAGGAGT   2.14797103  -0.99276512     0   2.14797103  -0.99276512
## AACTGGTTCAACCAAC  -4.89360613  -9.87021253     1  -4.89360613  -9.87021253
## CCATTCGCAGGGAGAG   7.48819627   5.55019825     0   7.48819627   5.55019825
## CATCAGATCTTCAACT   1.24272406  10.25875175     0   1.24272406  10.25875175
## GAATGAATCAGGCAAG  -2.23873440   6.34499536     0  -2.23873440   6.34499536
## TGTCCCATCGAATGCT  -3.80493693   0.67079031     0  -3.80493693   0.67079031
## AGTGGGACAGCCAATT  -0.83643362   3.49458914     0  -0.83643362   3.49458914
## AGAGCTTTCACATGCA   5.43581390   3.98988373     0   5.43581390   3.98988373
## TGCGGGTTCTGCAGTA  -7.91478227   8.65330852     0  -7.91478227   8.65330852
## GTCGTAAGTCGGCACT   1.60507142   5.83804804     0   1.60507142   5.83804804
## CTCGAGGTCGGAGCAA  -0.48058817   6.30372018     0  -0.48058817   6.30372018
## CTACACCAGATGAGAG  -5.48994142  -0.72726102     1  -5.48994142  -0.72726102
## ACGGCCATCTTACCTA -10.96545688   0.39835201     0 -10.96545688   0.39835201
## CCCAGTTCACACCGAC -10.49759733  -0.57448983     1 -10.49759733  -0.57448983
## TCGGGACTCGGATGGA  -5.10332103  -6.48229255     1  -5.10332103  -6.48229255
## CATCGGGTCCCGACTT  -1.22684449  -2.25317674     0  -1.22684449  -2.25317674
## CTTAACTGTAAGGATT   9.38769636  -4.46787285     2   9.38769636  -4.46787285
## AACCATGAGCGTAATA   7.92674431  -1.95172230     2   7.92674431  -1.95172230
## TCAGATGGTCTTCTCG   3.53728987   5.81669227     0   3.53728987   5.81669227
## CTCACACTCCCAACGG   6.86919990  10.71553889     0   6.86919990  10.71553889
## CCATGTCAGGATGGAA  -5.54255885   8.77044269     0  -5.54255885   8.77044269
## GGGTCTGGTACTTGAC   2.94263710   9.78172868     0   2.94263710   9.78172868
## GGAACTTCACAGTCGC   1.51682882   3.95272945     0   1.51682882   3.95272945
## GACCTGGCACATCCAA   8.70508277  -4.13410979     2   8.70508277  -4.13410979
## CAGTCCTCAAGACACG  -5.96335328  -9.21893678     1  -5.96335328  -9.21893678
## AGATCTGCATATGGTC  -0.58066231  -1.94674173     0  -0.58066231  -1.94674173
## CATCAGAGTATTCTCT  -2.60566162   7.34867092     0  -2.60566162   7.34867092
## TGCACCTTCGATAGAA  -5.71501819   6.37505079     0  -5.71501819   6.37505079
## CCTACACTCCCAAGTA  -8.02127403   7.99187642     0  -8.02127403   7.99187642
## ACTTTCATCGTAGATC  -3.83305836  -8.24667573     1  -3.83305836  -8.24667573
## TTGCGTCCACCATGTA  -7.81040309   4.59403729     0  -7.81040309   4.59403729
## AAATGCCAGGTGCTAG   8.52763286   3.40013701     0   8.52763286   3.40013701
## ATGCGATGTCCATCCT  -3.46813687  -5.53765884     1  -3.46813687  -5.53765884
## CCAGCGAAGCCACTAT   3.95472141  -2.08306601     0   3.95472141  -2.08306601
## TACTTGTAGTGTACTC   6.92676527  -5.80734172     2   6.92676527  -5.80734172
## AGGGATGTCTCGCTTG  -6.27394102  -1.23479390     1  -6.27394102  -1.23479390
## TGTCCCAGTATTAGCC   6.25852419   2.79017232     0   6.25852419   2.79017232
## TGCTACCTCGCACTCT  -3.60958541  -1.58177943     1  -3.60958541  -1.58177943
## GTAACGTCAGTATAAG  -8.83147811  -6.77664111     1  -8.83147811  -6.77664111
## GCGCAACGTTCGTTGA  -5.26690407  -7.26804705     1  -5.26690407  -7.26804705
## GCGAGAACATGAGCGA  -7.66329985  -6.21945585     1  -7.66329985  -6.21945585
## TGCCCTAGTGCACCAC  -5.15054150 -10.54449516     1  -5.15054150 -10.54449516
## CTAGAGTGTAAACACA  -2.27872418   3.00323807     0  -2.27872418   3.00323807
## AGTAGTCCACCGGAAA   7.69815569   1.29593503     0   7.69815569   1.29593503
## CATATTCTCAGCGATT   1.71702920  -6.05888424     2   1.71702920  -6.05888424
## GAATGAAGTAACGACG   1.55561139  -3.73002481     0   1.55561139  -3.73002481
## GATCAGTAGTACTTGC  -5.70345555   9.41027557     0  -5.70345555   9.41027557
## CAAGAAACAGGATTGG  -1.77930063  -6.82649120     1  -1.77930063  -6.82649120
## CCTATTATCAACACTG   1.17060780   2.24240243     0   1.17060780   2.24240243
## CAGCAGCTCTGCGGCA  -2.80882710  12.33059688     0  -2.80882710  12.33059688
## ATAAGAGAGCTGCGAA  -0.19083875  -7.73412353     1  -0.19083875  -7.73412353
## AGATCTGCACCTATCC  -4.36389964  11.17316046     0  -4.36389964  11.17316046
## GACACGCGTAGAGCTG  -7.42037428   3.60210722     0  -7.42037428   3.60210722
## TACACGAAGCTAGGCA  -2.82533095   0.06817635     0  -2.82533095   0.06817635
## AACACGTTCCGAAGAG  -1.14635748   6.64303511     0  -1.14635748   6.64303511
## TTAACTCGTGTAATGA  -4.04176064  -6.93287743     1  -4.04176064  -6.93287743
## TGGCGCAGTTCAGACT   3.62537544  -5.24670832     2   3.62537544  -5.24670832
## CATCAGAGTCTAGTCA  -7.29320496  -5.05624570     1  -7.29320496  -5.05624570
## CTAGAGTAGCATGGCA  10.37242622  -5.97046169     2  10.37242622  -5.97046169
## TACGGTAAGCGTGAAC   9.10738346  -3.56100863     2   9.10738346  -3.56100863
## TGACTTTTCGGATGTT  -7.61633947  -5.47256566     1  -7.61633947  -5.47256566
## CTCACACTCCTACAGA   4.79727125  -9.62105443     1   4.79727125  -9.62105443
## CCGTACTCACTGAAGG   5.59793868   2.86895019     0   5.59793868   2.86895019
## ATAACGCGTGGAAAGA  -0.37758605   4.70825033     0  -0.37758605   4.70825033
## GCTTGAAAGCTAGGCA  -7.48003314  -7.42848725     1  -7.48003314  -7.42848725
## AAGTCTGGTGTTGGGA   5.35575391   1.51872082     2   5.35575391   1.51872082
## CGATCGGGTACAGCAG  -1.19919669  -2.97621906     1  -1.19919669  -2.97621906
## AGTAGTCTCGATGAGG   8.31740782  -1.20957629     2   8.31740782  -1.20957629
## CGACCTTCAGACGCTC  -8.52260182  -8.10322083     1  -8.52260182  -8.10322083
## GCATACACATGCAACT   1.84142729  -1.54593764     0   1.84142729  -1.54593764
## TCCCGATTCGCAGGCT   7.04406981  -8.42302898     2   7.04406981  -8.42302898
## TTAGGCAAGATCGATA  -7.45082211  -8.64434536     1  -7.45082211  -8.64434536
## TCGTACCAGGCAAAGA   3.51961099   5.37130035     0   3.51961099   5.37130035
## GGATGTTGTATAGGGC   8.11781759  -6.74914468     2   8.11781759  -6.74914468
## AATCCAGCAGAGTGTG  -3.91427184   8.38943350     0  -3.91427184   8.38943350
## CATGCCTCACGGCCAT  -6.15804793  -9.61499249     1  -6.15804793  -9.61499249
## CTCGAAACACATGACT   2.50818810  -2.65249149     2   2.50818810  -2.65249149
## CTGCCTAGTTGCGTTA  -4.42044822   9.21494585     0  -4.42044822   9.21494585
## GGCGACTAGACAGAGA  -6.60927484  -3.42744262     1  -6.60927484  -3.42744262
## TACAGTGGTGTAATGA  -4.68741843  -3.53521506     1  -4.68741843  -3.53521506
## ACGAGCCTCTTATCTG  11.03609558  -1.27182534     2  11.03609558  -1.27182534
## GGGAATGCAAATACAG  -7.19612189  -6.11075222     1  -7.19612189  -6.11075222
## TGCACCTGTACCGAGA   5.05945215   1.72328976     0   5.05945215   1.72328976
## ATCATCTTCAGTCAGT   3.16924971  12.24363564     0   3.16924971  12.24363564
## CATATTCGTACAGTTC   0.14751657   8.43532313     0   0.14751657   8.43532313
## GCATGATGTTCCACTC  -2.79363828   0.31962537     0  -2.79363828   0.31962537
## AAGGCAGTCACGACTA  -1.60694947   2.97550552     0  -1.60694947   2.97550552
## GAAACTCTCTATCCCG  -2.33144475  12.05825670     0  -2.33144475  12.05825670
## AGCATACTCTGCTGTC  -1.94224860  -6.48804827     1  -1.94224860  -6.48804827
## TGGGCGTCAGCGTTCG  -3.22987718  -2.11320331     1  -3.22987718  -2.11320331
## TCGTAGAGTTCGTCTC   5.18325507  10.88566026     0   5.18325507  10.88566026
## GACAGAGGTACCGCTG  -8.23120781  -4.82226431     1  -8.23120781  -4.82226431
## TCTCATACACATAACC  -0.22180904   8.90837081     0  -0.22180904   8.90837081
## TGGGCGTCATTGAGCT   7.44201447   2.93853580     0   7.44201447   2.93853580
## CATGACACATGTCTCC   3.73701229   7.33847336     0   3.73701229   7.33847336
## GAATAAGGTGCACGAA  -2.09657239  -8.14290928     1  -2.09657239  -8.14290928
## TGCGCAGCAAGCGAGT  -0.34737472   7.80776642     0  -0.34737472   7.80776642
## CTTCTCTCAGCCAGAA   0.09965925   2.80004005     0   0.09965925   2.80004005
## AAGCCGCAGTGGCACA  -0.49926827   3.68181036     0  -0.49926827   3.68181036
## CTCTACGAGTGGACGT   5.03144024  -9.50922800     2   5.03144024  -9.50922800
## GTCATTTTCTATCCCG  11.54514702  -3.74157575     2  11.54514702  -3.74157575
## CGAGCACAGCCACTAT  -6.76179485  -2.83978120     1  -6.76179485  -2.83978120
## AGTAGTCGTAACGACG   3.40475786  -4.65782345     0   3.40475786  -4.65782345
## GACGTGCAGAGGGATA   2.23861661   2.97191294     0   2.23861661   2.97191294
## GTCTTCGTCCAACCAA   9.05360505  -2.09587822     2   9.05360505  -2.09587822
## CAAGGCCTCGCCCTTA  -3.71965204   5.66400673     0  -3.71965204   5.66400673
## TGTGGTACATGGTTGT   5.97705913  -3.50062647     2   5.97705913  -3.50062647
## CCTCAGTTCGAATGCT  -3.66276994  -0.81774477     1  -3.66276994  -0.81774477
## ACCGTAATCTGAGGGA  -5.72823410  -8.14895190     1  -5.72823410  -8.14895190
## GTTAAGCCAGTTCATG  -4.97034416  11.58202896     0  -4.97034416  11.58202896
## CTGCCTATCAATCTCT  -1.57059373   0.13206874     0  -1.57059373   0.13206874
## GACGGCTTCTCCAACC   0.61668140  -2.62696753     0   0.61668140  -2.62696753
## TTTCCTCCAGTTCCCT   8.19414079   3.31334902     0   8.19414079   3.31334902
## GCGCCAAAGCCCTAAT  -8.68080843   0.13827321     0  -8.68080843   0.13827321
## CCACCTATCCCGACTT  -6.62080468   0.69027164     1  -6.62080468   0.69027164
## TTTATGCCAGGGCATA -10.60823326  -0.40989226     1 -10.60823326  -0.40989226
## TACAGTGTCGCGGATC  -1.98051216   1.84737097     0  -1.98051216   1.84737097
## AGCTCTCCACCACGTG  -2.50438455   6.56561972     0  -2.50438455   6.56561972
## GTGGGTCCATTGAGCT  -8.70573588  -9.54452579     1  -8.70573588  -9.54452579
## GGGATGACAGACTCGC   5.90533750  10.48513708     0   5.90533750  10.48513708
## ACACCAAGTTCGGGCT  -4.90252787  -8.64796215     1  -4.90252787  -8.64796215
## TGATTTCAGCTATGCT  -8.27375495  -4.44138849     1  -8.27375495  -4.44138849
## TGGCCAGAGAGGGCTT   7.33285431  -5.77915961     2   7.33285431  -5.77915961
## TCGGTAAGTAAAGTCA   6.26389148  -2.97098629     2   6.26389148  -2.97098629
## TGAAAGAGTCCCTTGT  -2.37971234  -7.08861809     1  -2.37971234  -7.08861809
## CCGTGGATCGTTTATC  -0.93521420  -3.58215476     1  -0.93521420  -3.58215476
## GAACCTATCCTCAACC  -7.54081378   4.71247062     0  -7.54081378   4.71247062
## GCGCAGTCATCCAACA  -9.22207098  -4.88353965     1  -9.22207098  -4.88353965
## ACATGGTTCGCGCCAA  -1.75069036  -6.03005001     1  -1.75069036  -6.03005001
## CTTGGCTGTACGCACC   3.23555261   7.51294349     0   3.23555261   7.51294349
## AGATTGCAGGCCCGTT -10.13679809   3.77222683     0 -10.13679809   3.77222683
## AGGCCGTGTTACGGAG  -7.86916040  -8.67788945     1  -7.86916040  -8.67788945
## GGTGTTAGTTAAGATG   1.82409947  -1.35222896     0   1.82409947  -1.35222896
## GGAATAATCCTGTAGA  -6.60176679  -7.00603363     1  -6.60176679  -7.00603363
## TATTACCGTATTAGCC  -6.39862594  -3.86855800     1  -6.39862594  -3.86855800
## ATAACGCGTTAGTGGG  -5.51778354   3.56042745     0  -5.51778354   3.56042745
## AAACGGGGTTATCCGA  -2.69143880  -2.63440460     1  -2.69143880  -2.63440460
## TGTGGTATCGTTTAGG  -7.25711848  -7.15426197     1  -7.25711848  -7.15426197
## ATCACGAGTATGAATG  -1.88847294   0.93446882     0  -1.88847294   0.93446882
## CAGCAGCTCACCTCGT  -3.73066282  10.34641581     0  -3.73066282  10.34641581
## CCAATCCGTATTACCG  -8.67127569  -0.51229774     1  -8.67127569  -0.51229774
## TTCTACATCACATAGC  10.39934448  -3.18570380     2  10.39934448  -3.18570380
## TGTCCCATCGTATCAG  -0.39118687  11.43072654     2  -0.39118687  11.43072654
## AGCTCTCAGTGTTTGC  -2.84068400   6.06966415     0  -2.84068400   6.06966415
## CAACCTCAGTAACCCT  10.55689701  -3.88075213     2  10.55689701  -3.88075213
## GTGGGTCAGGTAAACT   4.82886606  -1.55953058     0   4.82886606  -1.55953058
## TAAGTGCCACGTCAGC   5.90323403   8.17369797     1   5.90323403   8.17369797
## GACCTGGCAGCCACCA  -0.48814150  11.22100813     0  -0.48814150  11.22100813
## ACAGCCGCAGGATCGA   3.64338533   5.85484545     0   3.64338533   5.85484545
## AACTCCCCAGCTCGCA  -3.97742430   8.00788191     0  -3.97742430   8.00788191
## GGAAAGCGTCTCTCGT   1.56880702  -2.25339975     0   1.56880702  -2.25339975
## CGCTTCAAGCAGGTCA  -5.53285600  -6.11542095     1  -5.53285600  -6.11542095
## GATCGCGAGAAGGGTA  -2.47910539  -7.00798054     1  -2.47910539  -7.00798054
## AAGCCGCCAGGATTGG  -2.72171929  -5.21575080     1  -2.72171929  -5.21575080
## ATTGGACGTCGTGGCT   4.64202810   2.70791624     0   4.64202810   2.70791624
## CCCATACCACTAAGTC   9.40751175  -5.13931400     2   9.40751175  -5.13931400
## TCTCTAATCCCATTTA  -7.13600141  -6.19086129     1  -7.13600141  -6.19086129
## TCGTAGAGTGGTACAG   7.72225332   8.68829446     1   7.72225332   8.68829446
## AAACGGGAGAGACGAA  -3.48509353   5.30895661     0  -3.48509353   5.30895661
## GACTACATCACCACCT   7.25033485  -7.64271166     2   7.25033485  -7.64271166
## GAAACTCAGTTGAGTA   0.30492567   4.49815376     0   0.30492567   4.49815376
## CCCTCCTTCCTCCTAG  -7.79451049  -4.22202902     1  -7.79451049  -4.22202902
## GCGACCATCACGGTTA   9.14229677  -8.75694896     2   9.14229677  -8.75694896
## TCTCTAAAGAGTCGGT  -7.30441984  -5.92273986     1  -7.30441984  -5.92273986
## GGCTCGATCTCACATT   4.03031630   1.05182909     0   4.03031630   1.05182909
## CTGATAGAGGCAGGTT  -0.62333582  -7.56386341     1  -0.62333582  -7.56386341
## CATGCCTAGGAGTTTA  -3.33475684  -4.59274231     1  -3.33475684  -4.59274231
## TGGCTGGTCAGCCTAA  -6.68413827   9.00774547     0  -6.68413827   9.00774547
## TCAGATGTCGTTACAG   1.36466570   8.70238175     0   1.36466570   8.70238175
## CAGCTGGGTTATGTGC  -2.69468335   4.75475025     0  -2.69468335   4.75475025
## GGAACTTAGTCGTACT   4.55992478   7.99336169     0   4.55992478   7.99336169
## CCGGGATCACCGGAAA  -3.45859047  -8.43891703     1  -3.45859047  -8.43891703
## CCTTCGATCAAAGACA  -1.90583316   3.59973375     0  -1.90583316   3.59973375
## CGAGAAGGTATCGCAT  -3.82340395   0.19907228     0  -3.82340395   0.19907228
## CCTAAAGAGACTGGGT   2.88408118   5.39916112     0   2.88408118   5.39916112
## CAGATCACATTGGCGC  -3.64933624  -7.81228573     1  -3.64933624  -7.81228573
## CTAGCCTAGCTGGAAC   4.17794829  -6.99834723     1   4.17794829  -6.99834723
## ATTGGTGTCTCGTATT   9.67724839  -4.52758622     2   9.67724839  -4.52758622
## GGGAATGTCAAAGTAG  -4.57184516  -6.48094232     1  -4.57184516  -6.48094232
## CCATGTCCACGGCCAT  -7.95663722   7.88343017     0  -7.95663722   7.88343017
## GGCAATTCATATGGTC  -1.12721039   8.04551799     0  -1.12721039   8.04551799
## CTGTGCTCATGTCCTC  -8.13221047  -0.81182949     0  -8.13221047  -0.81182949
## TTAACTCCAACGCACC  -4.03902914   0.89456912     0  -4.03902914   0.89456912
## CGAACATAGCGGCTTC   5.86623872   5.87545231     0   5.86623872   5.87545231
## TCGCGTTAGGCACATG  -3.93328783  -5.61737892     1  -3.93328783  -5.61737892
## GGGTTGCCAAACTGCT  -4.81909454   5.54937808     0  -4.81909454   5.54937808
## ATAAGAGCAGGTGCCT  -1.47422261  -4.01514173     1  -1.47422261  -4.01514173
## CGGACACGTATTCGTG  10.47327728  -2.93716361     2  10.47327728  -2.93716361
## CTGATAGTCACGACTA  -0.94598795  10.41840973     0  -0.94598795  10.41840973
## GAACATCGTGAGTATA   2.64195152  -2.70174262     2   2.64195152  -2.70174262
## TGCTACCAGTGGTCCC   2.77567821  -1.96800089     0   2.77567821  -1.96800089
## GCTGGGTAGTCTTGCA  -0.69356856   5.46749082     0  -0.69356856   5.46749082
## TACGGATGTCTAACGT  -6.77090650   2.66122812     2  -6.77090650   2.66122812
## TGGGCGTCAATGGATA  -3.71170248  -4.51963228     1  -3.71170248  -4.51963228
## CTGCTGTCATTTGCTT   2.21436967  -3.68460407     2   2.21436967  -3.68460407
## GGGCATCAGCAGCCTC  -3.38472275  -7.80066547     1  -3.38472275  -7.80066547
## CGTGAGCAGACTAGAT   0.79844736   4.40428164     0   0.79844736   4.40428164
## CAGCGACCACACCGAC   8.41814373  -4.96831132     2   8.41814373  -4.96831132
## CCCAATCCAGTTAACC  10.61281083  -5.31253901     2  10.61281083  -5.31253901
## CAGCGACTCAGCGACC   0.03614976   1.03919604     0   0.03614976   1.03919604
## GAGCAGAAGCTATGCT  10.40563184  -5.74175361     2  10.40563184  -5.74175361
## CTCTGGTTCACTTCAT   3.44004402   5.19713475     0   3.44004402   5.19713475
## CGCGTTTCAGCTGTGC  -5.75785264  -4.70906380     1  -5.75785264  -4.70906380
## GGACGTCCACCTCGGA   2.87821132  -0.18156575     0   2.87821132  -0.18156575
## TAGTTGGAGAGTTGGC  -0.32851305   2.52680021     0  -0.32851305   2.52680021
## ATTGGTGTCGGAATCT  -3.53395964   3.74448914     0  -3.53395964   3.74448914
## GAATGAACACGGCCAT   9.15113586  -2.51761051     2   9.15113586  -2.51761051
## GTGCATACAAGGTGTG  -2.90175185   7.37626848     0  -2.90175185   7.37626848
## GGAATAAGTCGGCACT   0.78124213   9.58026977     0   0.78124213   9.58026977
## ACCCACTTCCAAAGTC  -1.78689725   7.76730626     0  -1.78689725   7.76730626
## ACTATCTCAATTCCTT  -5.44644881  -2.63145283     1  -5.44644881  -2.63145283
## AGCATACAGTGGGATC   0.38837631  -2.64193375     0   0.38837631  -2.64193375
## CTGAAGTGTTTCGCTC  -5.84685230  -8.40342447     1  -5.84685230  -8.40342447
## TTCTCAATCAACACAC  -9.40238548   1.93934687     0  -9.40238548   1.93934687
## CGGAGCTAGAGACGAA   1.55053046   7.94538295     0   1.55053046   7.94538295
## CTGGTCTAGTTTGCGT  -8.97024927   0.08870756     0  -8.97024927   0.08870756
## AACGTTGAGAGTCGGT   8.90399914  -2.58067577     2   8.90399914  -2.58067577
## AGGGATGTCTCCAACC  -3.91894096  -1.37882493     1  -3.91894096  -1.37882493
## AACCATGAGGTGACCA   0.36929569   8.17648133     0   0.36929569   8.17648133
## ATCTACTTCACATACG  -1.45348429   0.42022410     0  -1.45348429   0.42022410
## CCTAAAGAGTCTCAAC   2.73043394   0.77124909     0   2.73043394   0.77124909
## ACACCCTAGAGTTGGC   8.89222786  -5.59898924     2   8.89222786  -5.59898924
## CCGTTCACAGCTGTTA   2.49015485   4.00600856     0   2.49015485   4.00600856
## ATCTACTCAGCAGTTT   2.46272769  12.96836002     0   2.46272769  12.96836002
## AGAGCGAGTCCGTTAA   0.28020301   8.35620941     0   0.28020301   8.35620941
## TCATTACTCCAGAGGA   7.38186654   5.38452873     0   7.38186654   5.38452873
## GTCTCGTCATTAGGCT   6.69021703   4.64005425     0   6.69021703   4.64005425
## TGGGCGTAGGCAGTCA  -9.40349099  -0.17961602     0  -9.40349099  -0.17961602
## GTGAAGGCAGACAAAT   7.39534435  -4.56984427     2   7.39534435  -4.56984427
## GGAAAGCTCACTTATC  -6.27298866  -5.57285061     1  -6.27298866  -5.57285061
## CTACATTGTACCCAAT -11.08463315   0.37852016     0 -11.08463315   0.37852016
## TTAGGCAGTCAAACTC   2.93841749   6.64261818     0   2.93841749   6.64261818
## TACCTATGTAACGTTC   7.81242329  -2.62017513     2   7.81242329  -2.62017513
## TGAGCCGGTATTCGTG  -5.08975036  -1.16484115     1  -5.08975036  -1.16484115
## GGGATGATCCAGAGGA  -1.93243386   2.43590535     0  -1.93243386   2.43590535
## TTTCCTCCATCGATTG  -0.30542645  -7.34317443     1  -0.30542645  -7.34317443
## AGGGAGTTCCTATTCA   0.47309745   8.87374452     0   0.47309745   8.87374452
## GGTATTGAGAGCCTAG  -8.22475988  -6.58441511     1  -8.22475988  -6.58441511
## AACTCTTCACGGCTAC  -4.77520577   9.86536960     0  -4.77520577   9.86536960
## GACTACATCGTTTAGG   3.59000551  -0.28633293     0   3.59000551  -0.28633293
## GGGCACTAGTGAAGTT  -0.89938521   9.16285421     0  -0.89938521   9.16285421
## TTTATGCCAAAGCAAT   0.46722779   6.00900010     0   0.46722779   6.00900010
## CTAGAGTGTGCAACTT   7.73186510  -4.83612204     2   7.73186510  -4.83612204
## ACCCACTCAGCGAACA   1.49795754   4.44343591     0   1.49795754   4.44343591
## TACGGTACACATCTTT  -7.07119495   6.51831416     0  -7.07119495   6.51831416
## GCGCGATTCCGAGCCA   5.33160818  -5.91189729     2   5.33160818  -5.91189729
## CCACGGAAGTTTAGGA   5.16035480  -5.89891341     2   5.16035480  -5.89891341
## CGTCTACGTCACTGGC  -6.48204533  -5.85959436     1  -6.48204533  -5.85959436
## CTGGTCTTCACGGTTA   3.49427542   9.85755409     0   3.49427542   9.85755409
## GTCAAGTGTTCATGGT  -0.38068122   6.99073742     0  -0.38068122   6.99073742
## TACCTATTCTCTGAGA  -5.68417235   2.01159978     0  -5.68417235   2.01159978
## CACAAACAGGGAGTAA  -3.16501125  -0.31202862     0  -3.16501125  -0.31202862
## CGAATGTCAAGCCCAC   1.16604727  -5.73310011     2   1.16604727  -5.73310011
## AAACCTGGTAGCCTAT  -3.94814707  -3.43402165     1  -3.94814707  -3.43402165
## CTACCCAGTATTAGCC   1.20428244  11.04530290     0   1.20428244  11.04530290
## AGGCCACTCATTCACT  -4.90766424  -5.06541274     1  -4.90766424  -5.06541274
## GTTCGGGGTACAGTGG  -0.45996160  -0.51669681     0  -0.45996160  -0.51669681
## ACGAGGACAACTTGAC  -6.81145192  -8.26113045     1  -6.81145192  -8.26113045
## TAGCCGGGTATATGGA   3.11120615  -7.90266155     2   3.11120615  -7.90266155
## GGATTACGTCTCTCTG   7.29075351  -7.26121685     2   7.29075351  -7.26121685
## GGCCGATCATCGATGT  -4.86375663  -6.32137527     1  -4.86375663  -6.32137527
## ACATGGTTCGTTGCCT   6.07192886   1.87975647     0   6.07192886   1.87975647
## GGGCATCTCTCCAACC  -1.09145651  -2.76895838     0  -1.09145651  -2.76895838
## AACTCAGTCTTGTATC   6.99949024   6.69804839     0   6.99949024   6.69804839
## GGGTCTGTCCTAGAAC   0.53514803  -2.46137544     0   0.53514803  -2.46137544
## ATTATCCGTGTGCCTG  -6.87642091  -5.43162943     1  -6.87642091  -5.43162943
## CCCAATCAGGCTAGCA  -4.51261141  -1.81433860     1  -4.51261141  -1.81433860
## CAGCAGCTCAGATAAG   1.44474612   7.61986616     0   1.44474612   7.61986616
## CTTAACTCACCGAAAG   0.29824497  -0.74949974     0   0.29824497  -0.74949974
## TGGGCGTAGTTGAGAT  -5.73863034   2.37744371     0  -5.73863034   2.37744371
## AAGCCGCAGGGTATCG  -6.09325466  -6.80095703     1  -6.09325466  -6.80095703
## TGCGGGTGTTTACTCT   1.23290849   3.73366066     0   1.23290849   3.73366066
## TCACGAATCCCTCTTT  11.70222388  -1.56805179     2  11.70222388  -1.56805179
## TCAGATGCATTCACTT  -2.82423184   6.09277027     0  -2.82423184   6.09277027
## GCGACCAAGATGCCTT   3.47381054  -5.56753164     2   3.47381054  -5.56753164
## CGTTAGACACAACGTT  -0.30417664  -4.70361688     1  -0.30417664  -4.70361688
## GACACGCGTACAAGTA  -6.15506000  -1.52077387     1  -6.15506000  -1.52077387
## CACACCTGTCGCGAAA   3.99537174  -4.73063071     2   3.99537174  -4.73063071
## CTTGGCTCAGCCTATA   0.65657032   6.04089456     0   0.65657032   6.04089456
## CGAGCACTCTGCTGCT   5.52632038  -5.93487159     2   5.52632038  -5.93487159
## ACTATCTCATGCAACT   2.15258764  -6.28787922     2   2.15258764  -6.28787922
## GATGAGGTCCGCATAA  -4.09618282   3.36961680     0  -4.09618282   3.36961680
## AAGGCAGCATGCGCAC   5.46147505  -1.95661598     0   5.46147505  -1.95661598
## TACTTGTTCTCGTATT   5.14068766  -2.85988127     2   5.14068766  -2.85988127
## ATTCTACCAGGCTGAA   9.20532050  -4.22910684     2   9.20532050  -4.22910684
## CGGTTAAAGTTACCCA  -2.59640228  -5.34122270     1  -2.59640228  -5.34122270
## AGCGTCGAGATGTCGG   3.22116556  -5.79880667     2   3.22116556  -5.79880667
## CGACTTCCACGAAACG  -1.87710242   9.09477533     0  -1.87710242   9.09477533
## AGTGTCAAGTGAAGAG   4.31253750   2.70756854     0   4.31253750   2.70756854
## AAGGCAGCAAGTTCTG  -6.76801585  -8.71579299     1  -6.76801585  -8.71579299
## TCGCGTTTCTCGCATC  -0.47799101  -4.68135361     0  -0.47799101  -4.68135361
## TTAGGACGTGAGTGAC   9.69651342  -0.53758747     2   9.69651342  -0.53758747
## ACAGCTACATCATCCC  -9.27496455   3.36403993     0  -9.27496455   3.36403993
## GACTGCGCAAAGAATC  -4.70979533  -0.16957998     0  -4.70979533  -0.16957998
## ACATACGGTTTGACTG  -1.95116183  -2.51459225     1  -1.95116183  -2.51459225
## ATCCGAATCTTGCATT   3.60147452  -6.41690893     2   3.60147452  -6.41690893
## CGTCTACCACATTCGA   9.77067793   1.22526835     0   9.77067793   1.22526835
## ATAAGAGGTCAAGCGA  -2.93093925  -2.48472306     1  -2.93093925  -2.48472306
## ACGGGTCCAATCACAC   3.50007426  -1.40150945     0   3.50007426  -1.40150945
## TAAGCGTCAATTGCTG   3.10978945   0.58342864     0   3.10978945   0.58342864
## ACACCAAAGAGCCTAG   4.21953668   7.77868182     0   4.21953668   7.77868182
## TATGCCCCATCACGTA  -4.23987570  -7.34788106     1  -4.23987570  -7.34788106
## CATGGCGCATAACCTG  -4.16365840   6.92636393     0  -4.16365840   6.92636393
## TACGGTAAGTTTCCTT   8.15975827  -5.51001774     2   8.15975827  -5.51001774
## GGAGCAAGTAATCACC  -2.80997091  -0.08549393     0  -2.80997091  -0.08549393
## GGGCATCCACATCCGG   3.35445596  -2.94834034     0   3.35445596  -2.94834034
## AGTGAGGGTTGCTCCT  11.13858480  -4.21401849     2  11.13858480  -4.21401849
## GAAATGAAGTGGGCTA   6.66877815  -2.92472121     2   6.66877815  -2.92472121
## GATCGTACAATAGCAA  -1.12845522   1.57733429     0  -1.12845522   1.57733429
## GTAGTCAGTTTAGCTG  -5.80025841  -8.34972595     1  -5.80025841  -8.34972595
## TCACAAGGTGACGCCT   0.70050214  -0.35171682     2   0.70050214  -0.35171682
##                  pt.size
## GTCATTTTCCGCATCT       1
## ATAAGAGAGGAGTTGC       1
## CATTATCCATGGTCTA       1
## CTTAGGAGTGGCGAAT       1
## CATCAGAAGCACCGCT       1
## GCGGGTTAGTAGCCGA       1
## CAGAGAGAGCGCCTTG       1
## CTGAAGTCAGACACTT       1
## GGACGTCCAGGTGCCT       1
## AAAGCAAGTGGTGTAG       1
## TCTCATACAGGGCATA       1
## AACTCAGGTACTCGCG       1
## CACATTTGTGAGTATA       1
## ACTTTCAAGGTGTTAA       1
## TGCCCATCAGACGCAA       1
## CTAAGACCAATGCCAT       1
## CGGAGCTCATTTGCTT       1
## GAGCAGATCGACGGAA       1
## TAAACCGAGATCGATA       1
## GTCTCGTGTACATCCA       1
## GTATCTTAGACCCACC       1
## GAGCAGAAGAGCCTAG       1
## GTGCAGCTCACATAGC       1
## CCTATTAGTAAACCTC       1
## AGAGTGGAGTTTAGGA       1
## TACGGGCAGGTGATTA       1
## ACTATCTCAATCTACG       1
## CGAGCCATCAGGCAAG       1
## CGAATGTCAATTGCTG       1
## TACGGTATCGTTACGA       1
## CTGTGCTCAAGGTGTG       1
## CCATGTCGTAACGACG       1
## TGCTGCTAGACACTAA       1
## ACGGGTCTCGCTTAGA       1
## ACGAGGAAGGCTAGCA       1
## GCACTCTGTCGGCACT       1
## ATCATGGGTTTAAGCC       1
## GCATGTAGTAAAGGAG       1
## CAACTAGAGTGGGCTA       1
## AACACGTCAATCAGAA       1
## AAAGTAGGTGTCTGAT       1
## CTCATTATCGCTGATA       1
## TACTCGCCAACGCACC       1
## GGACATTGTCCTGCTT       1
## ACTGAACAGAGCTGGT       1
## CTCGGGAAGTGCAAGC       1
## AGCTCCTAGCATGGCA       1
## TATTACCGTCGACTGC       1
## GAACGGACATTTCACT       1
## CACAAACTCCCGGATG       1
## GCTCCTAAGGGAGTAA       1
## GACTAACCATCACGTA       1
## TACTCGCTCTTAACCT       1
## AGGCCGTCAGGAACGT       1
## CCACTACAGTGCTGCC       1
## ATCCACCCAAGCCGTC       1
## GAGTCCGAGACTGTAA       1
## AAGCCGCCAGAAGCAC       1
## GACACGCCAGATTGCT       1
## CGACTTCAGGCTACGA       1
## GGGTTGCCAGTAAGCG       1
## AGTGAGGGTCAGAATA       1
## GATCTAGCAGCCACCA       1
## ACGAGGACAAGACGTG       1
## CATATGGCAAGCCGCT       1
## TTATGCTCAGACGCTC       1
## AGTGTCAAGTCGCCGT       1
## AAGGCAGGTCTGCCAG       1
## TCAGGATAGCCCGAAA       1
## CCACTACCACTAGTAC       1
## AGCAGCCTCGCCAAAT       1
## CTGCCTATCCATGCTC       1
## GCTGCAGCATAGTAAG       1
## GCGCAGTTCAGTTCGA       1
## GGGCATCGTAGCGCTC       1
## CTAATGGGTTACGTCA       1
## ATTCTACGTTATCGGT       1
## GAAATGATCAGCTGGC       1
## TGCTACCTCGTCCAGG       1
## ACATGGTCACTTACGA       1
## ACTTTCAAGCGTTGCC       1
## CCTACACGTAAACCTC       1
## ATTGGTGAGATCCCAT       1
## CCGGGATCACAGACAG       1
## CAGTAACTCTCTTGAT       1
## ATCTACTCAATAGCGG       1
## ACCCACTGTTAAGAAC       1
## ACATACGTCTGCTTGC       1
## CGTCTACGTTGAACTC       1
## ATTATCCCAGCAGTTT       1
## GAAACTCTCGTTACGA       1
## GATGAAACATCATCCC       1
## CACAGTATCTGTCCGT       1
## TGAAAGAAGGAGCGAG       1
## CCGGTAGAGACCGGAT       1
## TGCGGGTTCTAACCGA       1
## GGCGACTTCGCGCCAA       1
## GGGATGAAGTCGCCGT       1
## GATTCAGGTACAGACG       1
## TAGACCACAAGAAGAG       1
## AATCCAGGTCAGAGGT       1
## TGAGCCGCAATGGACG       1
## CACATAGGTACTCTCC       1
## CATGGCGAGCAATATG       1
## CAGTAACGTTATTCTC       1
## GCGAGAAGTTCCGTCT       1
## TTTACTGGTCCCTTGT       1
## ATCATGGCACGAAATA       1
## CGCCAAGAGGCAGTCA       1
## CGTCCATGTCCAGTAT       1
## TGGCGCATCCATTCTA       1
## CCCATACGTAGCTTGT       1
## GCATGCGGTGCTGTAT       1
## TTCTTAGCATGCTAGT       1
## TGCGCAGAGTGGACGT       1
## ATTATCCGTTGCTCCT       1
## AGAATAGAGACTAGGC       1
## CCTACACAGCTGCAAG       1
## GACAGAGAGTGCTGCC       1
## GTTCGGGTCCCAAGAT       1
## AGTAGTCGTAAGCACG       1
## CTCACACGTACCTACA       1
## GCAGTTAAGTGGGTTG       1
## GTCAAGTCAGCTCGAC       1
## GCTGCGATCCCTAACC       1
## GATCGTATCCCTAACC       1
## TGAGAGGTCCGTAGTA       1
## CTCGTCAGTGCACTTA       1
## AGCATACAGCAAATCA       1
## TCGGGACGTGTCAATC       1
## ATGCGATGTAAACACA       1
## CATGACACACAACGTT       1
## GCTTGAAGTGCTAGCC       1
## TTTGGTTTCTCTTATG       1
## ACACCCTGTGAAATCA       1
## ATCATGGTCCCTCAGT       1
## CCTCTGACAATCAGAA       1
## ACATACGAGACACTAA       1
## TCACAAGTCCGTAGGC       1
## GCAGTTAGTCCAGTGC       1
## AGTGAGGGTTACAGAA       1
## CACACAAGTAATCACC       1
## GATCGCGAGGCTAGAC       1
## CTCGTACTCCTTTCGG       1
## ATCCACCTCGGCGGTT       1
## GAAGCAGAGCTAGTTC       1
## CAGTCCTAGTGTCTCA       1
## CGCTTCACAATGGATA       1
## TCCCGATTCATATCGG       1
## TGTGGTACATATACCG       1
## TACCTTACACTACAGT       1
## GTAGGCCGTCCGTCAG       1
## CAGAATCCAATCAGAA       1
## GGATTACTCTGTGCAA       1
## GTCGTAAGTTTGTTTC       1
## GATCGTAAGCCAGTAG       1
## GACTACAGTTAAAGAC       1
## CATGACACAACACCTA       1
## CACCAGGTCACGCGGT       1
## GTCTTCGTCTGAGTGT       1
## CCTTCGAAGTGGGATC       1
## GTGCGGTGTCCTGCTT       1
## GTCACAACATGCCTTC       1
## CAGAGAGTCAGTCAGT       1
## GTGCGGTGTACTCTCC       1
## CAGCTAATCAAGATCC       1
## CAAGATCGTTGGGACA       1
## TTTATGCCATCACAAC       1
## CGGTTAATCCCAAGTA       1
## TAGCCGGTCCGTAGTA       1
## ACGAGCCGTGTTTGTG       1
## AGCATACCAAACCCAT       1
## GAAATGATCAACACTG       1
## TATCTCACATAACCTG       1
## CCGTACTCACTTCTGC       1
## CTAGAGTTCAGAGGTG       1
## CTGATAGCATACAGCT       1
## TCGAGGCCACGGTAGA       1
## GATCAGTTCACTTATC       1
## GTTTCTAAGCCCTAAT       1
## CAGCTGGAGGAATTAC       1
## AGAGTGGTCGATCCCT       1
## CATGGCGCAACTGCTA       1
## CTGGTCTGTATATGGA       1
## CGTCACTCACAGGAGT       1
## AACTGGTTCAACCAAC       1
## CCATTCGCAGGGAGAG       1
## CATCAGATCTTCAACT       1
## GAATGAATCAGGCAAG       1
## TGTCCCATCGAATGCT       1
## AGTGGGACAGCCAATT       1
## AGAGCTTTCACATGCA       1
## TGCGGGTTCTGCAGTA       1
## GTCGTAAGTCGGCACT       1
## CTCGAGGTCGGAGCAA       1
## CTACACCAGATGAGAG       1
## ACGGCCATCTTACCTA       1
## CCCAGTTCACACCGAC       1
## TCGGGACTCGGATGGA       1
## CATCGGGTCCCGACTT       1
## CTTAACTGTAAGGATT       1
## AACCATGAGCGTAATA       1
## TCAGATGGTCTTCTCG       1
## CTCACACTCCCAACGG       1
## CCATGTCAGGATGGAA       1
## GGGTCTGGTACTTGAC       1
## GGAACTTCACAGTCGC       1
## GACCTGGCACATCCAA       1
## CAGTCCTCAAGACACG       1
## AGATCTGCATATGGTC       1
## CATCAGAGTATTCTCT       1
## TGCACCTTCGATAGAA       1
## CCTACACTCCCAAGTA       1
## ACTTTCATCGTAGATC       1
## TTGCGTCCACCATGTA       1
## AAATGCCAGGTGCTAG       1
## ATGCGATGTCCATCCT       1
## CCAGCGAAGCCACTAT       1
## TACTTGTAGTGTACTC       1
## AGGGATGTCTCGCTTG       1
## TGTCCCAGTATTAGCC       1
## TGCTACCTCGCACTCT       1
## GTAACGTCAGTATAAG       1
## GCGCAACGTTCGTTGA       1
## GCGAGAACATGAGCGA       1
## TGCCCTAGTGCACCAC       1
## CTAGAGTGTAAACACA       1
## AGTAGTCCACCGGAAA       1
## CATATTCTCAGCGATT       1
## GAATGAAGTAACGACG       1
## GATCAGTAGTACTTGC       1
## CAAGAAACAGGATTGG       1
## CCTATTATCAACACTG       1
## CAGCAGCTCTGCGGCA       1
## ATAAGAGAGCTGCGAA       1
## AGATCTGCACCTATCC       1
## GACACGCGTAGAGCTG       1
## TACACGAAGCTAGGCA       1
## AACACGTTCCGAAGAG       1
## TTAACTCGTGTAATGA       1
## TGGCGCAGTTCAGACT       1
## CATCAGAGTCTAGTCA       1
## CTAGAGTAGCATGGCA       1
## TACGGTAAGCGTGAAC       1
## TGACTTTTCGGATGTT       1
## CTCACACTCCTACAGA       1
## CCGTACTCACTGAAGG       1
## ATAACGCGTGGAAAGA       1
## GCTTGAAAGCTAGGCA       1
## AAGTCTGGTGTTGGGA       1
## CGATCGGGTACAGCAG       1
## AGTAGTCTCGATGAGG       1
## CGACCTTCAGACGCTC       1
## GCATACACATGCAACT       1
## TCCCGATTCGCAGGCT       1
## TTAGGCAAGATCGATA       1
## TCGTACCAGGCAAAGA       1
## GGATGTTGTATAGGGC       1
## AATCCAGCAGAGTGTG       1
## CATGCCTCACGGCCAT       1
## CTCGAAACACATGACT       1
## CTGCCTAGTTGCGTTA       1
## GGCGACTAGACAGAGA       1
## TACAGTGGTGTAATGA       1
## ACGAGCCTCTTATCTG       1
## GGGAATGCAAATACAG       1
## TGCACCTGTACCGAGA       1
## ATCATCTTCAGTCAGT       1
## CATATTCGTACAGTTC       1
## GCATGATGTTCCACTC       1
## AAGGCAGTCACGACTA       1
## GAAACTCTCTATCCCG       1
## AGCATACTCTGCTGTC       1
## TGGGCGTCAGCGTTCG       1
## TCGTAGAGTTCGTCTC       1
## GACAGAGGTACCGCTG       1
## TCTCATACACATAACC       1
## TGGGCGTCATTGAGCT       1
## CATGACACATGTCTCC       1
## GAATAAGGTGCACGAA       1
## TGCGCAGCAAGCGAGT       1
## CTTCTCTCAGCCAGAA       1
## AAGCCGCAGTGGCACA       1
## CTCTACGAGTGGACGT       1
## GTCATTTTCTATCCCG       1
## CGAGCACAGCCACTAT       1
## AGTAGTCGTAACGACG       1
## GACGTGCAGAGGGATA       1
## GTCTTCGTCCAACCAA       1
## CAAGGCCTCGCCCTTA       1
## TGTGGTACATGGTTGT       1
## CCTCAGTTCGAATGCT       1
## ACCGTAATCTGAGGGA       1
## GTTAAGCCAGTTCATG       1
## CTGCCTATCAATCTCT       1
## GACGGCTTCTCCAACC       1
## TTTCCTCCAGTTCCCT       1
## GCGCCAAAGCCCTAAT       1
## CCACCTATCCCGACTT       1
## TTTATGCCAGGGCATA       1
## TACAGTGTCGCGGATC       1
## AGCTCTCCACCACGTG       1
## GTGGGTCCATTGAGCT       1
## GGGATGACAGACTCGC       1
## ACACCAAGTTCGGGCT       1
## TGATTTCAGCTATGCT       1
## TGGCCAGAGAGGGCTT       1
## TCGGTAAGTAAAGTCA       1
## TGAAAGAGTCCCTTGT       1
## CCGTGGATCGTTTATC       1
## GAACCTATCCTCAACC       1
## GCGCAGTCATCCAACA       1
## ACATGGTTCGCGCCAA       1
## CTTGGCTGTACGCACC       1
## AGATTGCAGGCCCGTT       1
## AGGCCGTGTTACGGAG       1
## GGTGTTAGTTAAGATG       1
## GGAATAATCCTGTAGA       1
## TATTACCGTATTAGCC       1
## ATAACGCGTTAGTGGG       1
## AAACGGGGTTATCCGA       1
## TGTGGTATCGTTTAGG       1
## ATCACGAGTATGAATG       1
## CAGCAGCTCACCTCGT       1
## CCAATCCGTATTACCG       1
## TTCTACATCACATAGC       1
## TGTCCCATCGTATCAG       1
## AGCTCTCAGTGTTTGC       1
## CAACCTCAGTAACCCT       1
## GTGGGTCAGGTAAACT       1
## TAAGTGCCACGTCAGC       1
## GACCTGGCAGCCACCA       1
## ACAGCCGCAGGATCGA       1
## AACTCCCCAGCTCGCA       1
## GGAAAGCGTCTCTCGT       1
## CGCTTCAAGCAGGTCA       1
## GATCGCGAGAAGGGTA       1
## AAGCCGCCAGGATTGG       1
## ATTGGACGTCGTGGCT       1
## CCCATACCACTAAGTC       1
## TCTCTAATCCCATTTA       1
## TCGTAGAGTGGTACAG       1
## AAACGGGAGAGACGAA       1
## GACTACATCACCACCT       1
## GAAACTCAGTTGAGTA       1
## CCCTCCTTCCTCCTAG       1
## GCGACCATCACGGTTA       1
## TCTCTAAAGAGTCGGT       1
## GGCTCGATCTCACATT       1
## CTGATAGAGGCAGGTT       1
## CATGCCTAGGAGTTTA       1
## TGGCTGGTCAGCCTAA       1
## TCAGATGTCGTTACAG       1
## CAGCTGGGTTATGTGC       1
## GGAACTTAGTCGTACT       1
## CCGGGATCACCGGAAA       1
## CCTTCGATCAAAGACA       1
## CGAGAAGGTATCGCAT       1
## CCTAAAGAGACTGGGT       1
## CAGATCACATTGGCGC       1
## CTAGCCTAGCTGGAAC       1
## ATTGGTGTCTCGTATT       1
## GGGAATGTCAAAGTAG       1
## CCATGTCCACGGCCAT       1
## GGCAATTCATATGGTC       1
## CTGTGCTCATGTCCTC       1
## TTAACTCCAACGCACC       1
## CGAACATAGCGGCTTC       1
## TCGCGTTAGGCACATG       1
## GGGTTGCCAAACTGCT       1
## ATAAGAGCAGGTGCCT       1
## CGGACACGTATTCGTG       1
## CTGATAGTCACGACTA       1
## GAACATCGTGAGTATA       1
## TGCTACCAGTGGTCCC       1
## GCTGGGTAGTCTTGCA       1
## TACGGATGTCTAACGT       1
## TGGGCGTCAATGGATA       1
## CTGCTGTCATTTGCTT       1
## GGGCATCAGCAGCCTC       1
## CGTGAGCAGACTAGAT       1
## CAGCGACCACACCGAC       1
## CCCAATCCAGTTAACC       1
## CAGCGACTCAGCGACC       1
## GAGCAGAAGCTATGCT       1
## CTCTGGTTCACTTCAT       1
## CGCGTTTCAGCTGTGC       1
## GGACGTCCACCTCGGA       1
## TAGTTGGAGAGTTGGC       1
## ATTGGTGTCGGAATCT       1
## GAATGAACACGGCCAT       1
## GTGCATACAAGGTGTG       1
## GGAATAAGTCGGCACT       1
## ACCCACTTCCAAAGTC       1
## ACTATCTCAATTCCTT       1
## AGCATACAGTGGGATC       1
## CTGAAGTGTTTCGCTC       1
## TTCTCAATCAACACAC       1
## CGGAGCTAGAGACGAA       1
## CTGGTCTAGTTTGCGT       1
## AACGTTGAGAGTCGGT       1
## AGGGATGTCTCCAACC       1
## AACCATGAGGTGACCA       1
## ATCTACTTCACATACG       1
## CCTAAAGAGTCTCAAC       1
## ACACCCTAGAGTTGGC       1
## CCGTTCACAGCTGTTA       1
## ATCTACTCAGCAGTTT       1
## AGAGCGAGTCCGTTAA       1
## TCATTACTCCAGAGGA       1
## GTCTCGTCATTAGGCT       1
## TGGGCGTAGGCAGTCA       1
## GTGAAGGCAGACAAAT       1
## GGAAAGCTCACTTATC       1
## CTACATTGTACCCAAT       1
## TTAGGCAGTCAAACTC       1
## TACCTATGTAACGTTC       1
## TGAGCCGGTATTCGTG       1
## GGGATGATCCAGAGGA       1
## TTTCCTCCATCGATTG       1
## AGGGAGTTCCTATTCA       1
## GGTATTGAGAGCCTAG       1
## AACTCTTCACGGCTAC       1
## GACTACATCGTTTAGG       1
## GGGCACTAGTGAAGTT       1
## TTTATGCCAAAGCAAT       1
## CTAGAGTGTGCAACTT       1
## ACCCACTCAGCGAACA       1
## TACGGTACACATCTTT       1
## GCGCGATTCCGAGCCA       1
## CCACGGAAGTTTAGGA       1
## CGTCTACGTCACTGGC       1
## CTGGTCTTCACGGTTA       1
## GTCAAGTGTTCATGGT       1
## TACCTATTCTCTGAGA       1
## CACAAACAGGGAGTAA       1
## CGAATGTCAAGCCCAC       1
## AAACCTGGTAGCCTAT       1
## CTACCCAGTATTAGCC       1
## AGGCCACTCATTCACT       1
## GTTCGGGGTACAGTGG       1
## ACGAGGACAACTTGAC       1
## TAGCCGGGTATATGGA       1
## GGATTACGTCTCTCTG       1
## GGCCGATCATCGATGT       1
## ACATGGTTCGTTGCCT       1
## GGGCATCTCTCCAACC       1
## AACTCAGTCTTGTATC       1
## GGGTCTGTCCTAGAAC       1
## ATTATCCGTGTGCCTG       1
## CCCAATCAGGCTAGCA       1
## CAGCAGCTCAGATAAG       1
## CTTAACTCACCGAAAG       1
## TGGGCGTAGTTGAGAT       1
## AAGCCGCAGGGTATCG       1
## TGCGGGTGTTTACTCT       1
## TCACGAATCCCTCTTT       1
## TCAGATGCATTCACTT       1
## GCGACCAAGATGCCTT       1
## CGTTAGACACAACGTT       1
## GACACGCGTACAAGTA       1
## CACACCTGTCGCGAAA       1
## CTTGGCTCAGCCTATA       1
## CGAGCACTCTGCTGCT       1
## ACTATCTCATGCAACT       1
## GATGAGGTCCGCATAA       1
## AAGGCAGCATGCGCAC       1
## TACTTGTTCTCGTATT       1
## ATTCTACCAGGCTGAA       1
## CGGTTAAAGTTACCCA       1
## AGCGTCGAGATGTCGG       1
## CGACTTCCACGAAACG       1
## AGTGTCAAGTGAAGAG       1
## AAGGCAGCAAGTTCTG       1
## TCGCGTTTCTCGCATC       1
## TTAGGACGTGAGTGAC       1
## ACAGCTACATCATCCC       1
## GACTGCGCAAAGAATC       1
## ACATACGGTTTGACTG       1
## ATCCGAATCTTGCATT       1
## CGTCTACCACATTCGA       1
## ATAAGAGGTCAAGCGA       1
## ACGGGTCCAATCACAC       1
## TAAGCGTCAATTGCTG       1
## ACACCAAAGAGCCTAG       1
## TATGCCCCATCACGTA       1
## CATGGCGCATAACCTG       1
## TACGGTAAGTTTCCTT       1
## GGAGCAAGTAATCACC       1
## GGGCATCCACATCCGG       1
## AGTGAGGGTTGCTCCT       1
## GAAATGAAGTGGGCTA       1
## GATCGTACAATAGCAA       1
## GTAGTCAGTTTAGCTG       1
## TCACAAGGTGACGCCT       1

t-SNE + Metadata Plots

tSNE_metadata_plot <- function(var){
  print(paste("t-SNE Metadata plot for ", var))
  # Metadata plot 
  p1 <- TSNEPlot(pbmc, do.return = T,  do.label = T,  group.by = var, pt.size=1,
                 plot.title=paste("Color by ",var), vector.friendly=T) + theme(legend.position = "top")
     # layout(legend = list(orientation = 'h', xanchor = "center", x = 0.5, y = .999)) 
     
  # t-SNE clusters plot
  p2 <- TSNEPlot(pbmc, do.return = T, do.label = T, pt.size=1,
                 plot.title=paste("Color by Clusters"), vector.friendly=T)  + theme(legend.position = "top")
  # layout(legend = list(orientation = 'h', xanchor = "center", x = 0.5, y = .999))  
  #print(plot_grid(ggplotly(p1), ggplotly(p2)))
  if(interactive==T){
    fluidPage( 
      fluidRow(
        column(6, p1), column(6, p2) 
      )
    )
  } else{return(plot_grid(p1,p2))}
}   
# metaVars <- c(dx","mut","Gender","Age")
# 
# for (var in metaVars){
#   print(paste("t-SNE Metadata plot for ",var))
#   # Metadata plot 
#   p1 <- TSNEPlot(pbmc, do.return = T, pt.size = 0.5, group.by = var, do.label = T, 
#                  dark.theme=F, plot.title=paste("Color by ",var))
#   # t-SNE clusters plot
#   p2 <- TSNEPlot(pbmc, do.label = T, do.return = T, pt.size = 0.5, plot.title=paste("Color by t-SNE clusters"))
#   print(plot_grid(p1, p2))
# }   

tSNE Disease

tSNE_metadata_plot("dx") 
## [1] "t-SNE Metadata plot for  dx"

Mutations

tSNE_metadata_plot("mut") 
## [1] "t-SNE Metadata plot for  mut"

Gender

tSNE_metadata_plot("Gender") 
## [1] "t-SNE Metadata plot for  Gender"

Age

tSNE_metadata_plot("Age") 
## [1] "t-SNE Metadata plot for  Age"

### Individual ID

tSNE_metadata_plot("ID")  
## [1] "t-SNE Metadata plot for  ID"

Cluster Biomarkers

Seurat has several tests for differential expression which can be set with the test.use parameter (see the DE vignette for details). For example, the ROC test returns the ‘classification power’ for any individual marker (ranging from 0 - random, to 1 - perfect).

Shown here: Biomarkers of each cluster vs. all other clusters.

Biomarkers Data

All Biomarkers

# Limit to only top variable genes?: 
# Set arg 'only.pos=F' to capture negative biomarkers
pbmc.markers <- FindAllMarkers(object = pbmc, min.pct = 0.25, thresh.use = 0.25,  only.pos = F,  test.use = "wilcox")
pbmc.markers <- pbmc.markers %>% mutate(FC = 2^avg_logFC)
createDT(pbmc.markers, caption = paste("All Biomarkers: All Clusters"))

Top Biomarkers

topNum = 5
topBiomarkers <- pbmc.markers %>% group_by(cluster) %>% top_n(topNum, avg_logFC)
createDT(pbmc.markers, caption = paste("All Biomarkers: All Clusters"))

Cluster Biomarker: Violin Plots

getTopBiomarker <- function(pbmc.markers, clusterID, topN=1){
  df <-pbmc.markers %>%
    subset(p_val_adj<0.05 & cluster==as.character(clusterID)) %>%
    arrange(desc(avg_logFC))
    top_pct_markers <- df[1:topN,"gene"]
  return(top_pct_markers)
}
# clust1_biomarkers <- getTopBiomarker(pbmc.markers, clusterID=1, topN=2)
# clust2_biomarkers <- getTopBiomarker(pbmc.markers, clusterID=2, topN=2)


### Plot biomarkers 
plotBiomarkers <- function(pbmc, biomarkers, cluster){
  biomarkerPlots <- list()
  for (marker in biomarkers){ 
    p <- VlnPlot(object = pbmc, features.plot = c(marker), y.log=T, return.plotlist=T) 
    biomarkerPlots[[marker]] <- p + ggplot2::aes(alpha=0.5) + xlab( "Cluster") + ylab( "Expression")
  }
  combinedPlot <- do.call(grid.arrange, c(biomarkerPlots, list(ncol=2, top=paste("Top DEG Biomarkers for Cluster",cluster))) ) 

  # biomarkerPlots <- lapply(biomarkers, function(marker) {
  #   VlnPlot(object = pbmc, features.plot = c(marker), y.log=T, return.plotlist=T) %>% + ggplot2::ggtitle(marker) %>% ggplotly() 
  # })    
  # return(subplot(biomarkerPlots) )
}   

top1 <- pbmc.markers %>% group_by(cluster) %>% top_n(1, avg_logFC) 
nCols <- floor( sqrt(length(unique(top1$cluster))) )   
figHeight <- nCols *7

# Plot top 2 biomarker genes for each 
for (clust in unique(pbmc.markers$cluster)){ 
   cat('\n')   
   cat("### Cluster ",clust,"\n") 
   biomarkers <- getTopBiomarker(pbmc.markers, clusterID=clust, topN=2)
   plotBiomarkers(pbmc, biomarkers, clust)  
   cat('\n')   
} 

Cluster 0

Cluster 1

Cluster 2

Cluster Biomarker: Volcano Plots

##Construct the plot object
volcanoPlot <- function(DEG_df, caption="", topFC_labeled=5){
  DEG_df$sig<-  ifelse( DEG_df$p_val_adj<0.05 & DEG_df$avg_logFC<1.5, "p_val_adj<0.05",
            ifelse( DEG_df$p_val_adj<0.05  & DEG_df$avg_logFC>1.5, "p_val_adj<0.05 & avg_logFC>1.5",
                "p_val_adj>0.05"
        )) 
  DEG_df <- arrange(DEG_df, desc(sig))
  
  vol <- ggplot(data=DEG_df, aes(x=avg_logFC, y= -log10(p_val_adj))) +
    geom_point(alpha=0.5, size=3, aes(col=sig)) + 
    scale_color_manual(values=list("p_val_adj<0.05"="turquoise3",
                                   "p_val_adj<0.05 & avg_logFC>1.5"="purple", 
                                   "p_val_adj>0.05" = "darkgray")) +
    theme(legend.position = "none") + 
    xlab(expression(paste("Average ",log^{2},"(fold change)"))) +
    ylab(expression(paste(-log^{10},"(p-value)"))) + xlim(-2,2) + 
    ## ggrepl labels
    geom_text_repel(data= arrange(DEG_df,  p_val_adj, desc(avg_logFC))[1:topFC_labeled,], 
                    # filter(DEG_df, avg_logFC>=1.5)[1:10,],
                    aes(label=gene),  color="black", alpha=.5,
                    segment.color="black", segment.alpha=.5  
                    ) +  
    # Lines
    geom_vline(xintercept= -1.5,lty=4, lwd=.3, alpha=.5) + 
    geom_vline(xintercept= 1.5,lty=4, lwd=.3, alpha=.5) +
    geom_hline(yintercept= -log10(0.05),lty=4, lwd=.3, alpha=.5) + 
    ggtitle(caption) 
  print(vol)
}

for (clust in unique(pbmc.markers$cluster)){
   cat('\n')   
   cat("### Cluster ",clust,": Volcano") 
   cap <- paste("Cluster",clust,"DEG Table") 
   DEG_df <- subset(pbmc.markers, cluster==as.character(clust)) %>% arrange(desc(avg_logFC))  
   volcanoPlot(DEG_df, caption = cap)
   createDT(DEG_df, caption = cap)
   cat('\n')   
}
## 
## ### Cluster  0 : Volcano

## 
## 
## ### Cluster  1 : Volcano
## Warning: Removed 1 rows containing missing values (geom_point).
## Warning: Removed 1 rows containing missing values (geom_text_repel).

## 
## 
## ### Cluster  2 : Volcano

Top Biomarker Plot

Biomarkers tSNE

fp <- FeaturePlot(object = pbmc, features.plot = top1$gene, cols.use = c("grey", "purple"), 
    reduction.use = "tsne", nCol = nCols, do.return = T)

Biomarkers Heatmap

top5 <- pbmc.markers %>% group_by(cluster) %>% top_n(5, avg_logFC)
# setting slim.col.label to TRUE will print just the cluster IDS instead of
# every cell name
p <- DoHeatmap(object = pbmc, genes.use = top5$gene, slim.col.label=T, remove.key=T) 
ifelse(interactive, p %>% ggplotly() %>% toWebGL() %>% print(), print(p))

## [[1]]
##                  cell          gene    expression ident
## 1    GTCATTTTCCGCATCT       S100A12 -0.4620892170     0
## 2    ATAAGAGAGGAGTTGC       S100A12 -0.6698115975     1
## 3    CATTATCCATGGTCTA       S100A12 -0.0686889652     0
## 4    CTTAGGAGTGGCGAAT       S100A12  0.3826541208     0
## 5    CATCAGAAGCACCGCT       S100A12 -0.6711018077     2
## 6    GCGGGTTAGTAGCCGA       S100A12 -0.3309141479     2
## 7    CAGAGAGAGCGCCTTG       S100A12  0.0290190541     0
## 8    CTGAAGTCAGACACTT       S100A12  0.5431775378     0
## 9    GGACGTCCAGGTGCCT       S100A12 -1.2555328300     1
## 10   AAAGCAAGTGGTGTAG       S100A12 -0.2811806830     2
## 11   TCTCATACAGGGCATA       S100A12  0.3118982399     0
## 12   AACTCAGGTACTCGCG       S100A12  0.4949247074     2
## 13   CACATTTGTGAGTATA       S100A12  0.5761889316     0
## 14   ACTTTCAAGGTGTTAA       S100A12  0.1965888923     0
## 15   TGCCCATCAGACGCAA       S100A12 -0.3845103162     2
## 16   CTAAGACCAATGCCAT       S100A12  0.4045558537     0
## 17   CGGAGCTCATTTGCTT       S100A12  0.7512625354     0
## 18   GAGCAGATCGACGGAA       S100A12  0.2899913914     0
## 19   TAAACCGAGATCGATA       S100A12  0.7101937154     0
## 20   GTCTCGTGTACATCCA       S100A12 -0.8214908911     0
## 21   GTATCTTAGACCCACC       S100A12 -0.6817649010     1
## 22   GAGCAGAAGAGCCTAG       S100A12 -1.9920356057     1
## 23   GTGCAGCTCACATAGC       S100A12 -0.0531706170     0
## 24   CCTATTAGTAAACCTC       S100A12  0.3990978887     0
## 25   AGAGTGGAGTTTAGGA       S100A12  0.9114824261     0
## 26   TACGGGCAGGTGATTA       S100A12 -2.2133851028     2
## 27   ACTATCTCAATCTACG       S100A12 -0.8284275713     0
## 28   CGAGCCATCAGGCAAG       S100A12  0.9310871830     0
## 29   CGAATGTCAATTGCTG       S100A12  0.8120490957     0
## 30   TACGGTATCGTTACGA       S100A12  1.3115562009     0
## 31   CTGTGCTCAAGGTGTG       S100A12 -0.1681522464     2
## 32   CCATGTCGTAACGACG       S100A12  0.1168911269     0
## 33   TGCTGCTAGACACTAA       S100A12  1.1336249359     0
## 34   ACGGGTCTCGCTTAGA       S100A12  0.0606693299     2
## 35   ACGAGGAAGGCTAGCA       S100A12  0.3662902187     0
## 36   GCACTCTGTCGGCACT       S100A12 -0.8242772489     2
## 37   ATCATGGGTTTAAGCC       S100A12  1.2249668952     0
## 38   GCATGTAGTAAAGGAG       S100A12 -2.3414878232     2
## 39   CAACTAGAGTGGGCTA       S100A12  0.7290830226     0
## 40   AACACGTCAATCAGAA       S100A12 -0.7665449592     1
## 41   AAAGTAGGTGTCTGAT       S100A12 -0.6798946124     1
## 42   CTCATTATCGCTGATA       S100A12 -0.3409605474     2
## 43   TACTCGCCAACGCACC       S100A12 -0.5925812907     2
## 44   GGACATTGTCCTGCTT       S100A12 -0.6989694179     1
## 45   ACTGAACAGAGCTGGT       S100A12  1.3325623228     0
## 46   CTCGGGAAGTGCAAGC       S100A12  0.3795954684     0
## 47   AGCTCCTAGCATGGCA       S100A12  0.1781146797     0
## 48   TATTACCGTCGACTGC       S100A12 -0.6133312048     0
## 49   GAACGGACATTTCACT       S100A12 -1.7759824112     2
## 50   CACAAACTCCCGGATG       S100A12  0.4774706403     0
## 51   GCTCCTAAGGGAGTAA       S100A12 -1.7348768588     2
## 52   GACTAACCATCACGTA       S100A12 -1.9107173140     1
## 53   TACTCGCTCTTAACCT       S100A12 -1.7695024498     2
## 54   AGGCCGTCAGGAACGT       S100A12 -0.4942022659     1
## 55   CCACTACAGTGCTGCC       S100A12 -0.0301006043     0
## 56   ATCCACCCAAGCCGTC       S100A12 -0.4724624165     2
## 57   GAGTCCGAGACTGTAA       S100A12 -0.2296155104     2
## 58   AAGCCGCCAGAAGCAC       S100A12  0.9128327726     0
## 59   GACACGCCAGATTGCT       S100A12 -0.9347534915     0
## 60   CGACTTCAGGCTACGA       S100A12 -1.7195183494     0
## 61   GGGTTGCCAGTAAGCG       S100A12 -0.3155689225     2
## 62   AGTGAGGGTCAGAATA       S100A12 -0.7209695688     0
## 63   GATCTAGCAGCCACCA       S100A12 -0.5006510441     1
## 64   ACGAGGACAAGACGTG       S100A12  0.7345630596     0
## 65   CATATGGCAAGCCGCT       S100A12  0.3096994851     0
## 66   TTATGCTCAGACGCTC       S100A12  0.5972544703     0
## 67   AGTGTCAAGTCGCCGT       S100A12  0.2519596921     0
## 68   AAGGCAGGTCTGCCAG       S100A12  1.8397043419     2
## 69   TCAGGATAGCCCGAAA       S100A12 -1.9467795124     2
## 70   CCACTACCACTAGTAC       S100A12 -1.6817299833     1
## 71   AGCAGCCTCGCCAAAT       S100A12  0.8857272869     0
## 72   CTGCCTATCCATGCTC       S100A12  0.3226811819     0
## 73   GCTGCAGCATAGTAAG       S100A12  0.2602630174     0
## 74   GCGCAGTTCAGTTCGA       S100A12  0.3218106190     1
## 75   GGGCATCGTAGCGCTC       S100A12 -0.7524451536     2
## 76   CTAATGGGTTACGTCA       S100A12  1.1728043744     0
## 77   ATTCTACGTTATCGGT       S100A12  1.6985458377     0
## 78   GAAATGATCAGCTGGC       S100A12  1.1581514370     0
## 79   TGCTACCTCGTCCAGG       S100A12 -0.2175129845     0
## 80   ACATGGTCACTTACGA       S100A12  1.0886249190     0
## 81   ACTTTCAAGCGTTGCC       S100A12  0.2760730384     0
## 82   CCTACACGTAAACCTC       S100A12 -0.1012670562     0
## 83   ATTGGTGAGATCCCAT       S100A12  0.1439653410     0
## 84   CCGGGATCACAGACAG       S100A12  0.4599586569     1
## 85   CAGTAACTCTCTTGAT       S100A12  0.6270835723     0
## 86   ATCTACTCAATAGCGG       S100A12  1.5595490041     0
## 87   ACCCACTGTTAAGAAC       S100A12 -0.4873055712     1
## 88   ACATACGTCTGCTTGC       S100A12  0.4600626913     0
## 89   CGTCTACGTTGAACTC       S100A12 -1.0231224935     0
## 90   ATTATCCCAGCAGTTT       S100A12 -0.2556957570     0
## 91   GAAACTCTCGTTACGA       S100A12  1.3079598994     0
## 92   GATGAAACATCATCCC       S100A12 -0.0507817877     2
## 93   CACAGTATCTGTCCGT       S100A12  0.8366342190     0
## 94   TGAAAGAAGGAGCGAG       S100A12  0.6561300630     0
## 95   CCGGTAGAGACCGGAT       S100A12 -0.1707087330     2
## 96   TGCGGGTTCTAACCGA       S100A12 -2.0174526028     1
## 97   GGCGACTTCGCGCCAA       S100A12  0.4529575768     0
## 98   GGGATGAAGTCGCCGT       S100A12  0.7299099796     0
## 99   GATTCAGGTACAGACG       S100A12  0.6079662624     0
## 100  TAGACCACAAGAAGAG       S100A12 -0.2314181940     0
## 101  AATCCAGGTCAGAGGT       S100A12 -0.0919635123     1
## 102  TGAGCCGCAATGGACG       S100A12 -0.8923030263     0
## 103  CACATAGGTACTCTCC       S100A12 -0.3174050628     0
## 104  CATGGCGAGCAATATG       S100A12 -0.7323024350     1
## 105  CAGTAACGTTATTCTC       S100A12 -1.9109575621     1
## 106  GCGAGAAGTTCCGTCT       S100A12  1.3730428495     0
## 107  TTTACTGGTCCCTTGT       S100A12 -0.3197470252     1
## 108  ATCATGGCACGAAATA       S100A12  0.7472274350     0
## 109  CGCCAAGAGGCAGTCA       S100A12 -0.4312766429     0
## 110  CGTCCATGTCCAGTAT       S100A12 -0.0783126033     0
## 111  TGGCGCATCCATTCTA       S100A12  1.4857017054     0
## 112  CCCATACGTAGCTTGT       S100A12 -0.1563438069     0
## 113  GCATGCGGTGCTGTAT       S100A12 -0.7954802202     0
## 114  TTCTTAGCATGCTAGT       S100A12 -0.0519045995     0
## 115  TGCGCAGAGTGGACGT       S100A12 -0.3541293400     1
## 116  ATTATCCGTTGCTCCT       S100A12  0.1034507135     0
## 117  AGAATAGAGACTAGGC       S100A12 -0.6037361044     2
## 118  CCTACACAGCTGCAAG       S100A12 -0.5919897241     1
## 119  GACAGAGAGTGCTGCC       S100A12  0.8950696841     2
## 120  GTTCGGGTCCCAAGAT       S100A12 -2.0733513911     2
## 121  AGTAGTCGTAAGCACG       S100A12  0.3344906899     2
## 122  CTCACACGTACCTACA       S100A12  0.7287108616     0
## 123  GCAGTTAAGTGGGTTG       S100A12  0.6242419099     0
## 124  GTCAAGTCAGCTCGAC       S100A12 -2.0956954645     2
## 125  GCTGCGATCCCTAACC       S100A12 -0.3451277991     1
## 126  GATCGTATCCCTAACC       S100A12  1.1401391898     0
## 127  TGAGAGGTCCGTAGTA       S100A12 -0.4783656437     0
## 128  CTCGTCAGTGCACTTA       S100A12 -0.1776595082     0
## 129  AGCATACAGCAAATCA       S100A12 -0.0788472604     0
## 130  TCGGGACGTGTCAATC       S100A12  0.2331543665     0
## 131  ATGCGATGTAAACACA       S100A12  0.3294690901     0
## 132  CATGACACACAACGTT       S100A12 -0.4528212998     0
## 133  GCTTGAAGTGCTAGCC       S100A12 -0.2032906836     0
## 134  TTTGGTTTCTCTTATG       S100A12  0.1116190280     0
## 135  ACACCCTGTGAAATCA       S100A12  0.2188578261     2
## 136  ATCATGGTCCCTCAGT       S100A12  1.3035469463     0
## 137  CCTCTGACAATCAGAA       S100A12  1.1020010015     0
## 138  ACATACGAGACACTAA       S100A12 -1.3003507618     2
## 139  TCACAAGTCCGTAGGC       S100A12 -0.3133365550     1
## 140  GCAGTTAGTCCAGTGC       S100A12  0.7028352450     1
## 141  AGTGAGGGTTACAGAA       S100A12  0.0167143949     2
## 142  CACACAAGTAATCACC       S100A12  1.4815728993     0
## 143  GATCGCGAGGCTAGAC       S100A12  0.9600850569     0
## 144  CTCGTACTCCTTTCGG       S100A12 -0.0362238420     0
## 145  ATCCACCTCGGCGGTT       S100A12 -1.8228613226     2
## 146  GAAGCAGAGCTAGTTC       S100A12  0.4772904642     1
## 147  CAGTCCTAGTGTCTCA       S100A12  1.1284765317     2
## 148  CGCTTCACAATGGATA       S100A12  0.0953776294     0
## 149  TCCCGATTCATATCGG       S100A12  0.1802037583     0
## 150  TGTGGTACATATACCG       S100A12  0.8814588512     0
## 151  TACCTTACACTACAGT       S100A12  0.6638916671     1
## 152  GTAGGCCGTCCGTCAG       S100A12  0.8978838772     0
## 153  CAGAATCCAATCAGAA       S100A12  0.1350821094     0
## 154  GGATTACTCTGTGCAA       S100A12 -1.7624995243     2
## 155  GTCGTAAGTTTGTTTC       S100A12  0.5002125417     2
## 156  GATCGTAAGCCAGTAG       S100A12  1.5904518813     0
## 157  GACTACAGTTAAAGAC       S100A12  0.0849641484     0
## 158  CATGACACAACACCTA       S100A12 -1.5192835209     2
## 159  CACCAGGTCACGCGGT       S100A12  0.4346245575     0
## 160  GTCTTCGTCTGAGTGT       S100A12 -0.8465474533     2
## 161  CCTTCGAAGTGGGATC       S100A12  0.4975080189     0
## 162  GTGCGGTGTCCTGCTT       S100A12  0.8704845806     0
## 163  GTCACAACATGCCTTC       S100A12 -0.4430222934     1
## 164  CAGAGAGTCAGTCAGT       S100A12  0.7965511115     0
## 165  GTGCGGTGTACTCTCC       S100A12  1.2036126158     0
## 166  CAGCTAATCAAGATCC       S100A12  0.4313991122     1
## 167  CAAGATCGTTGGGACA       S100A12  2.0621937404     0
## 168  TTTATGCCATCACAAC       S100A12  0.0283091923     2
## 169  CGGTTAATCCCAAGTA       S100A12 -0.4942018685     1
## 170  TAGCCGGTCCGTAGTA       S100A12 -1.6679370774     1
## 171  ACGAGCCGTGTTTGTG       S100A12 -0.8091840523     2
## 172  AGCATACCAAACCCAT       S100A12  0.3742171245     0
## 173  GAAATGATCAACACTG       S100A12  0.4081231796     0
## 174  TATCTCACATAACCTG       S100A12 -0.6949431018     2
## 175  CCGTACTCACTTCTGC       S100A12  0.0584187437     1
## 176  CTAGAGTTCAGAGGTG       S100A12 -0.1463283605     0
## 177  CTGATAGCATACAGCT       S100A12  1.7791643004     0
## 178  TCGAGGCCACGGTAGA       S100A12 -0.6358751130     1
## 179  GATCAGTTCACTTATC       S100A12  0.4429586143     0
## 180  GTTTCTAAGCCCTAAT       S100A12  1.1884138229     0
## 181  CAGCTGGAGGAATTAC       S100A12 -1.5086219488     1
## 182  AGAGTGGTCGATCCCT       S100A12  1.0236382778     0
## 183  CATGGCGCAACTGCTA       S100A12  2.0186445486     0
## 184  CTGGTCTGTATATGGA       S100A12  0.5251469144     1
## 185  CGTCACTCACAGGAGT       S100A12 -0.1026999850     0
## 186  AACTGGTTCAACCAAC       S100A12 -0.3406947993     1
## 187  CCATTCGCAGGGAGAG       S100A12 -0.6435213045     0
## 188  CATCAGATCTTCAACT       S100A12  0.3405653035     0
## 189  GAATGAATCAGGCAAG       S100A12  0.2982566466     0
## 190  TGTCCCATCGAATGCT       S100A12  0.5271012154     0
## 191  AGTGGGACAGCCAATT       S100A12  1.1125542347     0
## 192  AGAGCTTTCACATGCA       S100A12  0.5739517186     0
## 193  TGCGGGTTCTGCAGTA       S100A12  0.9686928967     0
## 194  GTCGTAAGTCGGCACT       S100A12  0.2350519272     0
## 195  CTCGAGGTCGGAGCAA       S100A12  0.3181293679     0
## 196  CTACACCAGATGAGAG       S100A12 -0.3863815531     1
## 197  ACGGCCATCTTACCTA       S100A12  0.8276771932     0
## 198  CCCAGTTCACACCGAC       S100A12 -1.4993837888     1
## 199  TCGGGACTCGGATGGA       S100A12  0.0907156360     1
## 200  CATCGGGTCCCGACTT       S100A12  0.7495437956     0
## 201  CTTAACTGTAAGGATT       S100A12  0.2513319726     2
## 202  AACCATGAGCGTAATA       S100A12  0.4891375331     2
## 203  TCAGATGGTCTTCTCG       S100A12  1.3816294705     0
## 204  CTCACACTCCCAACGG       S100A12  0.5462666917     0
## 205  CCATGTCAGGATGGAA       S100A12  1.0711813953     0
## 206  GGGTCTGGTACTTGAC       S100A12 -0.4582190541     0
## 207  GGAACTTCACAGTCGC       S100A12 -0.3899921864     0
## 208  GACCTGGCACATCCAA       S100A12 -1.9128804618     2
## 209  CAGTCCTCAAGACACG       S100A12 -0.4000413330     1
## 210  AGATCTGCATATGGTC       S100A12 -0.6780729427     0
## 211  CATCAGAGTATTCTCT       S100A12  0.5820465482     0
## 212  TGCACCTTCGATAGAA       S100A12  0.9598922624     0
## 213  CCTACACTCCCAAGTA       S100A12  0.7760506938     0
## 214  ACTTTCATCGTAGATC       S100A12 -1.8715334403     1
## 215  TTGCGTCCACCATGTA       S100A12 -1.6418117329     0
## 216  AAATGCCAGGTGCTAG       S100A12  0.6446843048     0
## 217  ATGCGATGTCCATCCT       S100A12 -0.4070700399     1
## 218  CCAGCGAAGCCACTAT       S100A12 -0.4100741731     0
## 219  TACTTGTAGTGTACTC       S100A12 -0.3436581391     2
## 220  AGGGATGTCTCGCTTG       S100A12 -0.3910485314     1
## 221  TGTCCCAGTATTAGCC       S100A12  1.1915596855     0
## 222  TGCTACCTCGCACTCT       S100A12  0.4146607241     1
## 223  GTAACGTCAGTATAAG       S100A12  0.6133795678     1
## 224  GCGCAACGTTCGTTGA       S100A12 -1.5336941058     1
## 225  GCGAGAACATGAGCGA       S100A12  0.1606929756     1
## 226  TGCCCTAGTGCACCAC       S100A12  0.4462370445     1
## 227  CTAGAGTGTAAACACA       S100A12 -0.5840193624     0
## 228  AGTAGTCCACCGGAAA       S100A12  0.3201641659     0
## 229  CATATTCTCAGCGATT       S100A12  0.4721804107     2
## 230  GAATGAAGTAACGACG       S100A12  0.6423830101     0
## 231  GATCAGTAGTACTTGC       S100A12 -0.4893538342     0
## 232  CAAGAAACAGGATTGG       S100A12  0.4127378983     1
## 233  CCTATTATCAACACTG       S100A12 -0.0227025084     0
## 234  CAGCAGCTCTGCGGCA       S100A12  0.9431681226     0
## 235  ATAAGAGAGCTGCGAA       S100A12 -1.6165452007     1
## 236  AGATCTGCACCTATCC       S100A12  1.3534240442     0
## 237  GACACGCGTAGAGCTG       S100A12  1.0096501092     0
## 238  TACACGAAGCTAGGCA       S100A12  0.5171331136     0
## 239  AACACGTTCCGAAGAG       S100A12  1.1876465855     0
## 240  TTAACTCGTGTAATGA       S100A12 -1.6956701093     1
## 241  TGGCGCAGTTCAGACT       S100A12 -0.1262394918     2
## 242  CATCAGAGTCTAGTCA       S100A12 -1.5336360528     1
## 243  CTAGAGTAGCATGGCA       S100A12 -0.0494540835     2
## 244  TACGGTAAGCGTGAAC       S100A12 -1.9886999594     2
## 245  TGACTTTTCGGATGTT       S100A12 -0.2466956354     1
## 246  CTCACACTCCTACAGA       S100A12  0.4360550676     1
## 247  CCGTACTCACTGAAGG       S100A12  0.9826706635     0
## 248  ATAACGCGTGGAAAGA       S100A12  0.5446452832     0
## 249  GCTTGAAAGCTAGGCA       S100A12 -1.8567119632     1
## 250  AAGTCTGGTGTTGGGA       S100A12  0.5487610263     2
## 251  CGATCGGGTACAGCAG       S100A12 -1.6577970662     1
## 252  AGTAGTCTCGATGAGG       S100A12 -0.5591067392     2
## 253  CGACCTTCAGACGCTC       S100A12 -1.5993466757     1
## 254  GCATACACATGCAACT       S100A12  1.0860715039     0
## 255  TCCCGATTCGCAGGCT       S100A12 -0.2195459748     2
## 256  TTAGGCAAGATCGATA       S100A12 -0.2798037786     1
## 257  TCGTACCAGGCAAAGA       S100A12  0.7455628611     0
## 258  GGATGTTGTATAGGGC       S100A12  0.2928289131     2
## 259  AATCCAGCAGAGTGTG       S100A12  1.5094616761     0
## 260  CATGCCTCACGGCCAT       S100A12 -1.6989373203     1
## 261  CTCGAAACACATGACT       S100A12  0.4085456700     2
## 262  CTGCCTAGTTGCGTTA       S100A12  1.3482091179     0
## 263  GGCGACTAGACAGAGA       S100A12  0.3266029715     1
## 264  TACAGTGGTGTAATGA       S100A12  0.1735295911     1
## 265  ACGAGCCTCTTATCTG       S100A12 -0.7236478098     2
## 266  GGGAATGCAAATACAG       S100A12  0.4935457217     1
## 267  TGCACCTGTACCGAGA       S100A12  0.6569716632     0
## 268  ATCATCTTCAGTCAGT       S100A12  0.8263978340     0
## 269  CATATTCGTACAGTTC       S100A12  0.7296613263     0
## 270  GCATGATGTTCCACTC       S100A12  0.8615196332     0
## 271  AAGGCAGTCACGACTA       S100A12  0.6967644439     0
## 272  GAAACTCTCTATCCCG       S100A12  1.7219775075     0
## 273  AGCATACTCTGCTGTC       S100A12  0.4289920066     1
## 274  TGGGCGTCAGCGTTCG       S100A12 -0.1481969981     1
## 275  TCGTAGAGTTCGTCTC       S100A12 -0.6948077203     0
## 276  GACAGAGGTACCGCTG       S100A12 -1.5111917393     1
## 277  TCTCATACACATAACC       S100A12 -0.1967905175     0
## 278  TGGGCGTCATTGAGCT       S100A12  0.8917011964     0
## 279  CATGACACATGTCTCC       S100A12  2.2380498916     0
## 280  GAATAAGGTGCACGAA       S100A12 -1.4823278841     1
## 281  TGCGCAGCAAGCGAGT       S100A12  1.0410373753     0
## 282  CTTCTCTCAGCCAGAA       S100A12  1.3065177463     0
## 283  AAGCCGCAGTGGCACA       S100A12  2.2905023224     0
## 284  CTCTACGAGTGGACGT       S100A12 -1.7920889291     2
## 285  GTCATTTTCTATCCCG       S100A12 -1.6290122361     2
## 286  CGAGCACAGCCACTAT       S100A12  1.1476831672     1
## 287  AGTAGTCGTAACGACG       S100A12  0.3518296599     0
## 288  GACGTGCAGAGGGATA       S100A12  0.4794841002     0
## 289  GTCTTCGTCCAACCAA       S100A12 -1.7126734403     2
## 290  CAAGGCCTCGCCCTTA       S100A12 -0.4531979722     0
## 291  TGTGGTACATGGTTGT       S100A12 -0.5205788088     2
## 292  CCTCAGTTCGAATGCT       S100A12  0.0081335523     1
## 293  ACCGTAATCTGAGGGA       S100A12 -0.2431797367     1
## 294  GTTAAGCCAGTTCATG       S100A12  1.5938093200     0
## 295  CTGCCTATCAATCTCT       S100A12 -1.5731383689     0
## 296  GACGGCTTCTCCAACC       S100A12  0.3372739124     0
## 297  TTTCCTCCAGTTCCCT       S100A12 -0.3393558990     0
## 298  GCGCCAAAGCCCTAAT       S100A12  0.4759329314     0
## 299  CCACCTATCCCGACTT       S100A12 -1.6870744449     1
## 300  TTTATGCCAGGGCATA       S100A12  0.0577439731     1
## 301  TACAGTGTCGCGGATC       S100A12  1.8475773516     0
## 302  AGCTCTCCACCACGTG       S100A12 -0.1219721997     0
## 303  GTGGGTCCATTGAGCT       S100A12 -0.0157038084     1
## 304  GGGATGACAGACTCGC       S100A12  0.7922364055     0
## 305  ACACCAAGTTCGGGCT       S100A12 -0.5923796335     1
## 306  TGATTTCAGCTATGCT       S100A12 -0.2701626413     1
## 307  TGGCCAGAGAGGGCTT       S100A12 -1.6277086154     2
## 308  TCGGTAAGTAAAGTCA       S100A12  0.1512875034     2
## 309  TGAAAGAGTCCCTTGT       S100A12 -1.4202602865     1
## 310  CCGTGGATCGTTTATC       S100A12 -1.3363965517     1
## 311  GAACCTATCCTCAACC       S100A12  0.4308566282     0
## 312  GCGCAGTCATCCAACA       S100A12 -0.3585364299     1
## 313  ACATGGTTCGCGCCAA       S100A12  0.3298258532     1
## 314  CTTGGCTGTACGCACC       S100A12  0.7184822257     0
## 315  AGATTGCAGGCCCGTT       S100A12  0.6304834012     0
## 316  AGGCCGTGTTACGGAG       S100A12 -2.1065927870     1
## 317  GGTGTTAGTTAAGATG       S100A12 -0.0202125532     0
## 318  GGAATAATCCTGTAGA       S100A12 -0.1261511448     1
## 319  TATTACCGTATTAGCC       S100A12  0.1997114669     1
## 320  ATAACGCGTTAGTGGG       S100A12 -1.6763557524     0
## 321  AAACGGGGTTATCCGA       S100A12  1.0496459670     1
## 322  TGTGGTATCGTTTAGG       S100A12  0.4936301535     1
## 323  ATCACGAGTATGAATG       S100A12  0.6319594889     0
## 324  CAGCAGCTCACCTCGT       S100A12  1.3216829796     0
## 325  CCAATCCGTATTACCG       S100A12 -0.2008801008     1
## 326  TTCTACATCACATAGC       S100A12 -0.2424029288     2
## 327  TGTCCCATCGTATCAG       S100A12  0.5398936202     2
## 328  AGCTCTCAGTGTTTGC       S100A12  0.9070129553     0
## 329  CAACCTCAGTAACCCT       S100A12 -0.4953952069     2
## 330  GTGGGTCAGGTAAACT       S100A12  0.7856782575     0
## 331  TAAGTGCCACGTCAGC       S100A12 -0.6349688197     1
## 332  GACCTGGCAGCCACCA       S100A12  0.0371179045     0
## 333  ACAGCCGCAGGATCGA       S100A12  1.3849432233     0
## 334  AACTCCCCAGCTCGCA       S100A12  0.7670082830     0
## 335  GGAAAGCGTCTCTCGT       S100A12  0.7776659449     0
## 336  CGCTTCAAGCAGGTCA       S100A12  0.9270048864     1
## 337  GATCGCGAGAAGGGTA       S100A12  0.6242933325     1
## 338  AAGCCGCCAGGATTGG       S100A12 -1.6584579431     1
## 339  ATTGGACGTCGTGGCT       S100A12  1.2659021346     0
## 340  CCCATACCACTAAGTC       S100A12 -1.3939521560     2
## 341  TCTCTAATCCCATTTA       S100A12  0.5829141209     1
## 342  TCGTAGAGTGGTACAG       S100A12 -0.4144907437     1
## 343  AAACGGGAGAGACGAA       S100A12  1.3540298472     0
## 344  GACTACATCACCACCT       S100A12 -1.4483858688     2
## 345  GAAACTCAGTTGAGTA       S100A12  0.3680431071     0
## 346  CCCTCCTTCCTCCTAG       S100A12 -1.4995186367     1
## 347  GCGACCATCACGGTTA       S100A12 -2.0374418700     2
## 348  TCTCTAAAGAGTCGGT       S100A12 -1.7580721515     1
## 349  GGCTCGATCTCACATT       S100A12 -0.8495408846     0
## 350  CTGATAGAGGCAGGTT       S100A12 -0.1400102881     1
## 351  CATGCCTAGGAGTTTA       S100A12  0.4922509113     1
## 352  TGGCTGGTCAGCCTAA       S100A12  1.8947227832     0
## 353  TCAGATGTCGTTACAG       S100A12  1.0838908089     0
## 354  CAGCTGGGTTATGTGC       S100A12  0.9480831641     0
## 355  GGAACTTAGTCGTACT       S100A12  1.9392375131     0
## 356  CCGGGATCACCGGAAA       S100A12 -1.4468267370     1
## 357  CCTTCGATCAAAGACA       S100A12 -0.3654515543     0
## 358  CGAGAAGGTATCGCAT       S100A12  0.3235922881     0
## 359  CCTAAAGAGACTGGGT       S100A12 -0.8055397478     0
## 360  CAGATCACATTGGCGC       S100A12 -0.2976998738     1
## 361  CTAGCCTAGCTGGAAC       S100A12  0.0727667364     1
## 362  ATTGGTGTCTCGTATT       S100A12 -0.0096100715     2
## 363  GGGAATGTCAAAGTAG       S100A12  0.4867645193     1
## 364  CCATGTCCACGGCCAT       S100A12  0.8245728843     0
## 365  GGCAATTCATATGGTC       S100A12  0.4819573470     0
## 366  CTGTGCTCATGTCCTC       S100A12 -0.4813487321     0
## 367  TTAACTCCAACGCACC       S100A12 -0.1965255794     0
## 368  CGAACATAGCGGCTTC       S100A12  0.9461810642     0
## 369  TCGCGTTAGGCACATG       S100A12 -0.1306301735     1
## 370  GGGTTGCCAAACTGCT       S100A12 -1.4700410813     0
## 371  ATAAGAGCAGGTGCCT       S100A12 -0.3901486362     1
## 372  CGGACACGTATTCGTG       S100A12 -1.2783531829     2
## 373  CTGATAGTCACGACTA       S100A12  1.5739614597     0
## 374  GAACATCGTGAGTATA       S100A12 -1.5193922802     2
## 375  TGCTACCAGTGGTCCC       S100A12 -1.6965262751     0
## 376  GCTGGGTAGTCTTGCA       S100A12  0.7299484311     0
## 377  TACGGATGTCTAACGT       S100A12  0.9343677320     2
## 378  TGGGCGTCAATGGATA       S100A12 -1.3147332136     1
## 379  CTGCTGTCATTTGCTT       S100A12 -0.2643327100     2
## 380  GGGCATCAGCAGCCTC       S100A12 -2.1002710203     1
## 381  CGTGAGCAGACTAGAT       S100A12  1.4203668298     0
## 382  CAGCGACCACACCGAC       S100A12 -0.0692856500     2
## 383  CCCAATCCAGTTAACC       S100A12 -1.4760303793     2
## 384  CAGCGACTCAGCGACC       S100A12  0.3930884353     0
## 385  GAGCAGAAGCTATGCT       S100A12 -1.4768244864     2
## 386  CTCTGGTTCACTTCAT       S100A12  0.6084052925     0
## 387  CGCGTTTCAGCTGTGC       S100A12 -1.5887934516     1
## 388  GGACGTCCACCTCGGA       S100A12  0.4145107433     0
## 389  TAGTTGGAGAGTTGGC       S100A12  1.2234537178     0
## 390  ATTGGTGTCGGAATCT       S100A12  0.4787935045     0
## 391  GAATGAACACGGCCAT       S100A12  0.2691101625     2
## 392  GTGCATACAAGGTGTG       S100A12  0.6976637018     0
## 393  GGAATAAGTCGGCACT       S100A12  1.4575518418     0
## 394  ACCCACTTCCAAAGTC       S100A12  1.0284655195     0
## 395  ACTATCTCAATTCCTT       S100A12 -1.5202781161     1
## 396  AGCATACAGTGGGATC       S100A12 -1.5143400638     0
## 397  CTGAAGTGTTTCGCTC       S100A12 -0.1726072507     1
## 398  TTCTCAATCAACACAC       S100A12  0.9663588242     0
## 399  CGGAGCTAGAGACGAA       S100A12 -0.1047601474     0
## 400  CTGGTCTAGTTTGCGT       S100A12  0.0910218960     0
## 401  AACGTTGAGAGTCGGT       S100A12 -0.4303979568     2
## 402  AGGGATGTCTCCAACC       S100A12 -0.2629141938     1
## 403  AACCATGAGGTGACCA       S100A12  1.5632764154     0
## 404  ATCTACTTCACATACG       S100A12  1.4180632749     0
## 405  CCTAAAGAGTCTCAAC       S100A12  0.9229065657     0
## 406  ACACCCTAGAGTTGGC       S100A12 -1.8565411946     2
## 407  CCGTTCACAGCTGTTA       S100A12  1.2792318588     0
## 408  ATCTACTCAGCAGTTT       S100A12  1.3975024980     0
## 409  AGAGCGAGTCCGTTAA       S100A12  1.3630872172     0
## 410  TCATTACTCCAGAGGA       S100A12  0.3365765051     0
## 411  GTCTCGTCATTAGGCT       S100A12  1.1982095075     0
## 412  TGGGCGTAGGCAGTCA       S100A12  1.0727085465     0
## 413  GTGAAGGCAGACAAAT       S100A12 -0.0539130423     2
## 414  GGAAAGCTCACTTATC       S100A12 -1.4484471489     1
## 415  CTACATTGTACCCAAT       S100A12  1.3965131046     0
## 416  TTAGGCAGTCAAACTC       S100A12  1.9755547996     0
## 417  TACCTATGTAACGTTC       S100A12  0.6787510922     2
## 418  TGAGCCGGTATTCGTG       S100A12 -1.5001360897     1
## 419  GGGATGATCCAGAGGA       S100A12 -0.0967031677     0
## 420  TTTCCTCCATCGATTG       S100A12 -1.4579019363     1
## 421  AGGGAGTTCCTATTCA       S100A12 -0.2993016496     0
## 422  GGTATTGAGAGCCTAG       S100A12 -0.0731646628     1
## 423  AACTCTTCACGGCTAC       S100A12  0.8336008357     0
## 424  GACTACATCGTTTAGG       S100A12  0.4401462164     0
## 425  GGGCACTAGTGAAGTT       S100A12  1.1773126745     0
## 426  TTTATGCCAAAGCAAT       S100A12  1.1491185248     0
## 427  CTAGAGTGTGCAACTT       S100A12 -0.4468398631     2
## 428  ACCCACTCAGCGAACA       S100A12  1.9583881783     0
## 429  TACGGTACACATCTTT       S100A12  0.9449295396     0
## 430  GCGCGATTCCGAGCCA       S100A12 -1.7663688087     2
## 431  CCACGGAAGTTTAGGA       S100A12  0.4496705851     2
## 432  CGTCTACGTCACTGGC       S100A12 -1.5985005701     1
## 433  CTGGTCTTCACGGTTA       S100A12  0.8035340667     0
## 434  GTCAAGTGTTCATGGT       S100A12  1.7537805308     0
## 435  TACCTATTCTCTGAGA       S100A12 -0.0837957730     0
## 436  CACAAACAGGGAGTAA       S100A12  0.1453009332     0
## 437  CGAATGTCAAGCCCAC       S100A12 -0.1695760237     2
## 438  AAACCTGGTAGCCTAT       S100A12  0.7365138396     1
## 439  CTACCCAGTATTAGCC       S100A12  0.7408490228     0
## 440  AGGCCACTCATTCACT       S100A12 -1.4477762447     1
## 441  GTTCGGGGTACAGTGG       S100A12 -1.5092449037     0
## 442  ACGAGGACAACTTGAC       S100A12 -0.3719534848     1
## 443  TAGCCGGGTATATGGA       S100A12 -1.7772445912     2
## 444  GGATTACGTCTCTCTG       S100A12 -1.5522253126     2
## 445  GGCCGATCATCGATGT       S100A12 -0.2359340746     1
## 446  ACATGGTTCGTTGCCT       S100A12  2.2636776123     0
## 447  GGGCATCTCTCCAACC       S100A12 -1.5105992833     0
## 448  AACTCAGTCTTGTATC       S100A12  1.1578452228     0
## 449  GGGTCTGTCCTAGAAC       S100A12 -1.4471130904     0
## 450  ATTATCCGTGTGCCTG       S100A12 -1.6045857851     1
## 451  CCCAATCAGGCTAGCA       S100A12 -1.7147631956     1
## 452  CAGCAGCTCAGATAAG       S100A12  0.9096324968     0
## 453  CTTAACTCACCGAAAG       S100A12 -0.3063033963     0
## 454  TGGGCGTAGTTGAGAT       S100A12 -1.4382465832     0
## 455  AAGCCGCAGGGTATCG       S100A12 -0.3436409197     1
## 456  TGCGGGTGTTTACTCT       S100A12  0.3120506150     0
## 457  TCACGAATCCCTCTTT       S100A12  0.3379686587     2
## 458  TCAGATGCATTCACTT       S100A12  0.3017623213     0
## 459  GCGACCAAGATGCCTT       S100A12 -1.4837257231     2
## 460  CGTTAGACACAACGTT       S100A12  0.0691939607     1
## 461  GACACGCGTACAAGTA       S100A12  0.3532003960     1
## 462  CACACCTGTCGCGAAA       S100A12 -1.6742864581     2
## 463  CTTGGCTCAGCCTATA       S100A12  0.0908996834     0
## 464  CGAGCACTCTGCTGCT       S100A12  0.2584502765     2
## 465  ACTATCTCATGCAACT       S100A12 -1.5403766880     2
## 466  GATGAGGTCCGCATAA       S100A12  0.8495539415     0
## 467  AAGGCAGCATGCGCAC       S100A12 -0.1993232830     0
## 468  TACTTGTTCTCGTATT       S100A12 -1.8029921813     2
## 469  ATTCTACCAGGCTGAA       S100A12 -1.4900404556     2
## 470  CGGTTAAAGTTACCCA       S100A12  0.8886144168     1
## 471  AGCGTCGAGATGTCGG       S100A12 -0.3360031737     2
## 472  CGACTTCCACGAAACG       S100A12  1.1976314024     0
## 473  AGTGTCAAGTGAAGAG       S100A12  0.3031391123     0
## 474  AAGGCAGCAAGTTCTG       S100A12 -0.3884868112     1
## 475  TCGCGTTTCTCGCATC       S100A12  0.1133012397     0
## 476  TTAGGACGTGAGTGAC       S100A12 -1.6633575955     2
## 477  ACAGCTACATCATCCC       S100A12 -1.4529008669     0
## 478  GACTGCGCAAAGAATC       S100A12  0.3704102316     0
## 479  ACATACGGTTTGACTG       S100A12 -0.1618890100     1
## 480  ATCCGAATCTTGCATT       S100A12 -0.3059009223     2
## 481  CGTCTACCACATTCGA       S100A12  0.8309829036     0
## 482  ATAAGAGGTCAAGCGA       S100A12  0.3092825590     1
## 483  ACGGGTCCAATCACAC       S100A12 -1.2224488328     0
## 484  TAAGCGTCAATTGCTG       S100A12  1.1844323145     0
## 485  ACACCAAAGAGCCTAG       S100A12  1.4301209179     0
## 486  TATGCCCCATCACGTA       S100A12 -1.6316998130     1
## 487  CATGGCGCATAACCTG       S100A12  0.4724072466     0
## 488  TACGGTAAGTTTCCTT       S100A12 -1.3768175438     2
## 489  GGAGCAAGTAATCACC       S100A12 -0.3154529915     0
## 490  GGGCATCCACATCCGG       S100A12  0.0379535762     0
## 491  AGTGAGGGTTGCTCCT       S100A12 -0.0096077965     2
## 492  GAAATGAAGTGGGCTA       S100A12 -1.6341324602     2
## 493  GATCGTACAATAGCAA       S100A12  1.1246050033     0
## 494  GTAGTCAGTTTAGCTG       S100A12 -0.0079559139     1
## 495  TCACAAGGTGACGCCT       S100A12  0.0307383537     2
## 496  GTCATTTTCCGCATCT      RNU1-60P -0.6748135571     0
## 497  ATAAGAGAGGAGTTGC      RNU1-60P  0.0944360791     1
## 498  CATTATCCATGGTCTA      RNU1-60P -0.0162236785     0
## 499  CTTAGGAGTGGCGAAT      RNU1-60P -0.0765065058     0
## 500  CATCAGAAGCACCGCT      RNU1-60P -0.8320660270     2
## 501  GCGGGTTAGTAGCCGA      RNU1-60P -0.4393761232     2
## 502  CAGAGAGAGCGCCTTG      RNU1-60P  0.1553945436     0
## 503  CTGAAGTCAGACACTT      RNU1-60P  0.2351339818     0
## 504  GGACGTCCAGGTGCCT      RNU1-60P -1.3051444667     1
## 505  AAAGCAAGTGGTGTAG      RNU1-60P -0.4651030928     2
## 506  TCTCATACAGGGCATA      RNU1-60P -0.3004363729     0
## 507  AACTCAGGTACTCGCG      RNU1-60P -0.1403578086     2
## 508  CACATTTGTGAGTATA      RNU1-60P -0.0467292798     0
## 509  ACTTTCAAGGTGTTAA      RNU1-60P  0.3863951554     0
## 510  TGCCCATCAGACGCAA      RNU1-60P -0.9241882203     2
## 511  CTAAGACCAATGCCAT      RNU1-60P  0.6901444992     0
## 512  CGGAGCTCATTTGCTT      RNU1-60P  1.0200219007     0
## 513  GAGCAGATCGACGGAA      RNU1-60P -0.3324493260     0
## 514  TAAACCGAGATCGATA      RNU1-60P  0.6442838177     0
## 515  GTCTCGTGTACATCCA      RNU1-60P -1.3343596069     0
## 516  GTATCTTAGACCCACC      RNU1-60P -1.0419140391     1
## 517  GAGCAGAAGAGCCTAG      RNU1-60P  0.5044192376     1
## 518  GTGCAGCTCACATAGC      RNU1-60P  0.7695868171     0
## 519  CCTATTAGTAAACCTC      RNU1-60P  0.4251495726     0
## 520  AGAGTGGAGTTTAGGA      RNU1-60P  0.8495669678     0
## 521  TACGGGCAGGTGATTA      RNU1-60P -0.5114582528     2
## 522  ACTATCTCAATCTACG      RNU1-60P -0.7719356767     0
## 523  CGAGCCATCAGGCAAG      RNU1-60P -0.5291583358     0
## 524  CGAATGTCAATTGCTG      RNU1-60P  0.9529545200     0
## 525  TACGGTATCGTTACGA      RNU1-60P  0.9529549643     0
## 526  CTGTGCTCAAGGTGTG      RNU1-60P -1.9241374481     2
## 527  CCATGTCGTAACGACG      RNU1-60P  0.6483431407     0
## 528  TGCTGCTAGACACTAA      RNU1-60P  0.7772631918     0
## 529  ACGGGTCTCGCTTAGA      RNU1-60P -0.4401995103     2
## 530  ACGAGGAAGGCTAGCA      RNU1-60P  0.4736393806     0
## 531  GCACTCTGTCGGCACT      RNU1-60P  1.6906244813     2
## 532  ATCATGGGTTTAAGCC      RNU1-60P  0.3204813807     0
## 533  GCATGTAGTAAAGGAG      RNU1-60P  0.1252674685     2
## 534  CAACTAGAGTGGGCTA      RNU1-60P  0.1405716991     0
## 535  AACACGTCAATCAGAA      RNU1-60P -0.2817142846     1
## 536  AAAGTAGGTGTCTGAT      RNU1-60P -1.7733881769     1
## 537  CTCATTATCGCTGATA      RNU1-60P -0.4333700273     2
## 538  TACTCGCCAACGCACC      RNU1-60P -0.6423108957     2
## 539  GGACATTGTCCTGCTT      RNU1-60P -1.7589530064     1
## 540  ACTGAACAGAGCTGGT      RNU1-60P  0.7020676844     0
## 541  CTCGGGAAGTGCAAGC      RNU1-60P  1.1684127950     0
## 542  AGCTCCTAGCATGGCA      RNU1-60P  1.0721287135     0
## 543  TATTACCGTCGACTGC      RNU1-60P  0.9183851759     0
## 544  GAACGGACATTTCACT      RNU1-60P  0.6105272181     2
## 545  CACAAACTCCCGGATG      RNU1-60P  0.9984598668     0
## 546  GCTCCTAAGGGAGTAA      RNU1-60P -0.6676164287     2
## 547  GACTAACCATCACGTA      RNU1-60P -1.7967833629     1
## 548  TACTCGCTCTTAACCT      RNU1-60P  0.3433082667     2
## 549  AGGCCGTCAGGAACGT      RNU1-60P -1.6508354015     1
## 550  CCACTACAGTGCTGCC      RNU1-60P -1.9114309820     0
## 551  ATCCACCCAAGCCGTC      RNU1-60P -0.0501808387     2
## 552  GAGTCCGAGACTGTAA      RNU1-60P -1.7289360727     2
## 553  AAGCCGCCAGAAGCAC      RNU1-60P  0.8170998465     0
## 554  GACACGCCAGATTGCT      RNU1-60P -0.7538579524     0
## 555  CGACTTCAGGCTACGA      RNU1-60P  1.1253156793     0
## 556  GGGTTGCCAGTAAGCG      RNU1-60P  0.2438879835     2
## 557  AGTGAGGGTCAGAATA      RNU1-60P -1.7099402052     0
## 558  GATCTAGCAGCCACCA      RNU1-60P -1.6401338677     1
## 559  ACGAGGACAAGACGTG      RNU1-60P -0.2286321897     0
## 560  CATATGGCAAGCCGCT      RNU1-60P  0.1811724301     0
## 561  TTATGCTCAGACGCTC      RNU1-60P  1.0568279424     0
## 562  AGTGTCAAGTCGCCGT      RNU1-60P  0.2109705019     0
## 563  AAGGCAGGTCTGCCAG      RNU1-60P  0.2215799870     2
## 564  TCAGGATAGCCCGAAA      RNU1-60P -0.1866339222     2
## 565  CCACTACCACTAGTAC      RNU1-60P -0.5986485889     1
## 566  AGCAGCCTCGCCAAAT      RNU1-60P -1.7195787519     0
## 567  CTGCCTATCCATGCTC      RNU1-60P -0.1775328119     0
## 568  GCTGCAGCATAGTAAG      RNU1-60P -0.1405845188     0
## 569  GCGCAGTTCAGTTCGA      RNU1-60P -1.7419226858     1
## 570  GGGCATCGTAGCGCTC      RNU1-60P  0.0628361873     2
## 571  CTAATGGGTTACGTCA      RNU1-60P  0.8608410550     0
## 572  ATTCTACGTTATCGGT      RNU1-60P  1.1052511614     0
## 573  GAAATGATCAGCTGGC      RNU1-60P -1.7615717652     0
## 574  TGCTACCTCGTCCAGG      RNU1-60P -0.1956406044     0
## 575  ACATGGTCACTTACGA      RNU1-60P  0.7701094161     0
## 576  ACTTTCAAGCGTTGCC      RNU1-60P  0.6088344441     0
## 577  CCTACACGTAAACCTC      RNU1-60P  0.9871785157     0
## 578  ATTGGTGAGATCCCAT      RNU1-60P -1.8444526601     0
## 579  CCGGGATCACAGACAG      RNU1-60P  0.6148864204     1
## 580  CAGTAACTCTCTTGAT      RNU1-60P  0.5351891859     0
## 581  ATCTACTCAATAGCGG      RNU1-60P  1.0390681762     0
## 582  ACCCACTGTTAAGAAC      RNU1-60P -0.0265117265     1
## 583  ACATACGTCTGCTTGC      RNU1-60P  0.2628532817     0
## 584  CGTCTACGTTGAACTC      RNU1-60P  0.1489976845     0
## 585  ATTATCCCAGCAGTTT      RNU1-60P -0.1650460264     0
## 586  GAAACTCTCGTTACGA      RNU1-60P  0.8732150820     0
## 587  GATGAAACATCATCCC      RNU1-60P -0.5183576311     2
## 588  CACAGTATCTGTCCGT      RNU1-60P  0.8449176957     0
## 589  TGAAAGAAGGAGCGAG      RNU1-60P -1.6678842830     0
## 590  CCGGTAGAGACCGGAT      RNU1-60P -1.7488638860     2
## 591  TGCGGGTTCTAACCGA      RNU1-60P -0.2454776845     1
## 592  GGCGACTTCGCGCCAA      RNU1-60P  1.0868714427     0
## 593  GGGATGAAGTCGCCGT      RNU1-60P  0.4939179316     0
## 594  GATTCAGGTACAGACG      RNU1-60P  1.1169847396     0
## 595  TAGACCACAAGAAGAG      RNU1-60P  0.5173485941     0
## 596  AATCCAGGTCAGAGGT      RNU1-60P -0.6040294148     1
## 597  TGAGCCGCAATGGACG      RNU1-60P  1.0012835694     0
## 598  CACATAGGTACTCTCC      RNU1-60P  1.3140591132     0
## 599  CATGGCGAGCAATATG      RNU1-60P -1.7194377038     1
## 600  CAGTAACGTTATTCTC      RNU1-60P -0.4963067594     1
## 601  GCGAGAAGTTCCGTCT      RNU1-60P  0.6584366963     0
## 602  TTTACTGGTCCCTTGT      RNU1-60P  0.0527418877     1
## 603  ATCATGGCACGAAATA      RNU1-60P  0.8839408992     0
## 604  CGCCAAGAGGCAGTCA      RNU1-60P -0.4507840558     0
## 605  CGTCCATGTCCAGTAT      RNU1-60P  0.5146637044     0
## 606  TGGCGCATCCATTCTA      RNU1-60P -0.6011090721     0
## 607  CCCATACGTAGCTTGT      RNU1-60P -0.1374388914     0
## 608  GCATGCGGTGCTGTAT      RNU1-60P  0.7524467625     0
## 609  TTCTTAGCATGCTAGT      RNU1-60P  0.7344080954     0
## 610  TGCGCAGAGTGGACGT      RNU1-60P -1.5413694336     1
## 611  ATTATCCGTTGCTCCT      RNU1-60P  0.1667156535     0
## 612  AGAATAGAGACTAGGC      RNU1-60P  0.1662883674     2
## 613  CCTACACAGCTGCAAG      RNU1-60P -0.6011813036     1
## 614  GACAGAGAGTGCTGCC      RNU1-60P  0.6780915606     2
## 615  GTTCGGGTCCCAAGAT      RNU1-60P  0.4050657604     2
## 616  AGTAGTCGTAAGCACG      RNU1-60P  0.1290741002     2
## 617  CTCACACGTACCTACA      RNU1-60P  0.5763187849     0
## 618  GCAGTTAAGTGGGTTG      RNU1-60P  0.1030093009     0
## 619  GTCAAGTCAGCTCGAC      RNU1-60P -0.6885029837     2
## 620  GCTGCGATCCCTAACC      RNU1-60P -1.5546836274     1
## 621  GATCGTATCCCTAACC      RNU1-60P  1.6017440687     0
## 622  TGAGAGGTCCGTAGTA      RNU1-60P  0.5193556457     0
## 623  CTCGTCAGTGCACTTA      RNU1-60P  1.0229843203     0
## 624  AGCATACAGCAAATCA      RNU1-60P  0.7981436876     0
## 625  TCGGGACGTGTCAATC      RNU1-60P  0.4124426190     0
## 626  ATGCGATGTAAACACA      RNU1-60P  1.2674124802     0
## 627  CATGACACACAACGTT      RNU1-60P  0.1742424657     0
## 628  GCTTGAAGTGCTAGCC      RNU1-60P -0.2249037131     0
## 629  TTTGGTTTCTCTTATG      RNU1-60P -0.2053316261     0
## 630  ACACCCTGTGAAATCA      RNU1-60P -0.5548027757     2
## 631  ATCATGGTCCCTCAGT      RNU1-60P  1.8761069886     0
## 632  CCTCTGACAATCAGAA      RNU1-60P  0.6793685686     0
## 633  ACATACGAGACACTAA      RNU1-60P  0.9821069694     2
## 634  TCACAAGTCCGTAGGC      RNU1-60P -1.5052649254     1
## 635  GCAGTTAGTCCAGTGC      RNU1-60P -0.5416462574     1
## 636  AGTGAGGGTTACAGAA      RNU1-60P -0.4118007712     2
## 637  CACACAAGTAATCACC      RNU1-60P  1.6506965457     0
## 638  GATCGCGAGGCTAGAC      RNU1-60P  0.9273657270     0
## 639  CTCGTACTCCTTTCGG      RNU1-60P -0.1203230689     0
## 640  ATCCACCTCGGCGGTT      RNU1-60P -1.5489278420     2
## 641  GAAGCAGAGCTAGTTC      RNU1-60P  1.4460108836     1
## 642  CAGTCCTAGTGTCTCA      RNU1-60P -1.6559673606     2
## 643  CGCTTCACAATGGATA      RNU1-60P  1.0355367169     0
## 644  TCCCGATTCATATCGG      RNU1-60P  1.3264125182     0
## 645  TGTGGTACATATACCG      RNU1-60P  0.4710026323     0
## 646  TACCTTACACTACAGT      RNU1-60P -1.5725342770     1
## 647  GTAGGCCGTCCGTCAG      RNU1-60P  0.2987244818     0
## 648  CAGAATCCAATCAGAA      RNU1-60P -0.1212107087     0
## 649  GGATTACTCTGTGCAA      RNU1-60P -0.5350286697     2
## 650  GTCGTAAGTTTGTTTC      RNU1-60P -0.6258564990     2
## 651  GATCGTAAGCCAGTAG      RNU1-60P  1.3385420872     0
## 652  GACTACAGTTAAAGAC      RNU1-60P  1.3717442570     0
## 653  CATGACACAACACCTA      RNU1-60P  1.1767213689     2
## 654  CACCAGGTCACGCGGT      RNU1-60P  0.0109193026     0
## 655  GTCTTCGTCTGAGTGT      RNU1-60P  0.2370732774     2
## 656  CCTTCGAAGTGGGATC      RNU1-60P  1.2688772753     0
## 657  GTGCGGTGTCCTGCTT      RNU1-60P  1.3506235742     0
## 658  GTCACAACATGCCTTC      RNU1-60P -0.4166826878     1
## 659  CAGAGAGTCAGTCAGT      RNU1-60P -0.4812730362     0
## 660  GTGCGGTGTACTCTCC      RNU1-60P  0.8162777413     0
## 661  CAGCTAATCAAGATCC      RNU1-60P  0.8031960386     1
## 662  CAAGATCGTTGGGACA      RNU1-60P  0.5707536375     0
## 663  TTTATGCCATCACAAC      RNU1-60P  0.3820034622     2
## 664  CGGTTAATCCCAAGTA      RNU1-60P -0.5055566357     1
## 665  TAGCCGGTCCGTAGTA      RNU1-60P  0.6720010921     1
## 666  ACGAGCCGTGTTTGTG      RNU1-60P  0.6024860019     2
## 667  AGCATACCAAACCCAT      RNU1-60P  0.6450786381     0
## 668  GAAATGATCAACACTG      RNU1-60P  0.8268288805     0
## 669  TATCTCACATAACCTG      RNU1-60P  0.8145498069     2
## 670  CCGTACTCACTTCTGC      RNU1-60P -1.5237785255     1
## 671  CTAGAGTTCAGAGGTG      RNU1-60P  0.4964345238     0
## 672  CTGATAGCATACAGCT      RNU1-60P  0.9695388313     0
## 673  TCGAGGCCACGGTAGA      RNU1-60P  0.7530629639     1
## 674  GATCAGTTCACTTATC      RNU1-60P  0.8987274698     0
## 675  GTTTCTAAGCCCTAAT      RNU1-60P  0.7325984406     0
## 676  CAGCTGGAGGAATTAC      RNU1-60P -0.3273994091     1
## 677  AGAGTGGTCGATCCCT      RNU1-60P  1.3620915771     0
## 678  CATGGCGCAACTGCTA      RNU1-60P  0.7437447648     0
## 679  CTGGTCTGTATATGGA      RNU1-60P  0.4450824388     1
## 680  CGTCACTCACAGGAGT      RNU1-60P -0.0377904371     0
## 681  AACTGGTTCAACCAAC      RNU1-60P -1.4984504273     1
## 682  CCATTCGCAGGGAGAG      RNU1-60P  0.6052540503     0
## 683  CATCAGATCTTCAACT      RNU1-60P  0.5982926118     0
## 684  GAATGAATCAGGCAAG      RNU1-60P  0.7328434468     0
## 685  TGTCCCATCGAATGCT      RNU1-60P  0.6801591192     0
## 686  AGTGGGACAGCCAATT      RNU1-60P -1.5019682558     0
## 687  AGAGCTTTCACATGCA      RNU1-60P  0.0780499097     0
## 688  TGCGGGTTCTGCAGTA      RNU1-60P  0.8864729554     0
## 689  GTCGTAAGTCGGCACT      RNU1-60P -1.9132659096     0
## 690  CTCGAGGTCGGAGCAA      RNU1-60P -1.5814302510     0
## 691  CTACACCAGATGAGAG      RNU1-60P -1.4882469163     1
## 692  ACGGCCATCTTACCTA      RNU1-60P -0.3960594201     0
## 693  CCCAGTTCACACCGAC      RNU1-60P  1.0961273342     1
## 694  TCGGGACTCGGATGGA      RNU1-60P  0.7411164925     1
## 695  CATCGGGTCCCGACTT      RNU1-60P  1.6994011881     0
## 696  CTTAACTGTAAGGATT      RNU1-60P -1.4461258453     2
## 697  AACCATGAGCGTAATA      RNU1-60P  0.7006465197     2
## 698  TCAGATGGTCTTCTCG      RNU1-60P  0.8378398233     0
## 699  CTCACACTCCCAACGG      RNU1-60P  0.2306669991     0
## 700  CCATGTCAGGATGGAA      RNU1-60P  1.3510897805     0
## 701  GGGTCTGGTACTTGAC      RNU1-60P  0.6267667371     0
## 702  GGAACTTCACAGTCGC      RNU1-60P  1.0339421581     0
## 703  GACCTGGCACATCCAA      RNU1-60P -0.4557376684     2
## 704  CAGTCCTCAAGACACG      RNU1-60P  0.5019079051     1
## 705  AGATCTGCATATGGTC      RNU1-60P  0.7741309903     0
## 706  CATCAGAGTATTCTCT      RNU1-60P  0.9482684180     0
## 707  TGCACCTTCGATAGAA      RNU1-60P  0.7915116861     0
## 708  CCTACACTCCCAAGTA      RNU1-60P  0.5657211386     0
## 709  ACTTTCATCGTAGATC      RNU1-60P -0.5148456640     1
## 710  TTGCGTCCACCATGTA      RNU1-60P -0.3632677046     0
## 711  AAATGCCAGGTGCTAG      RNU1-60P  0.1810917307     0
## 712  ATGCGATGTCCATCCT      RNU1-60P -1.4998901555     1
## 713  CCAGCGAAGCCACTAT      RNU1-60P  0.1788285652     0
## 714  TACTTGTAGTGTACTC      RNU1-60P  0.0806920531     2
## 715  AGGGATGTCTCGCTTG      RNU1-60P -0.3016691214     1
## 716  TGTCCCAGTATTAGCC      RNU1-60P  0.1440514887     0
## 717  TGCTACCTCGCACTCT      RNU1-60P  1.0056633854     1
## 718  GTAACGTCAGTATAAG      RNU1-60P -1.4512483139     1
## 719  GCGCAACGTTCGTTGA      RNU1-60P -1.4474993604     1
## 720  GCGAGAACATGAGCGA      RNU1-60P -1.4911150305     1
## 721  TGCCCTAGTGCACCAC      RNU1-60P -0.3657556336     1
## 722  CTAGAGTGTAAACACA      RNU1-60P  1.7067361579     0
## 723  AGTAGTCCACCGGAAA      RNU1-60P  0.8207492349     0
## 724  CATATTCTCAGCGATT      RNU1-60P -0.1646104759     2
## 725  GAATGAAGTAACGACG      RNU1-60P -0.4317205220     0
## 726  GATCAGTAGTACTTGC      RNU1-60P -0.3699954733     0
## 727  CAAGAAACAGGATTGG      RNU1-60P -1.5155727094     1
## 728  CCTATTATCAACACTG      RNU1-60P  0.0116364508     0
## 729  CAGCAGCTCTGCGGCA      RNU1-60P -1.5502538197     0
## 730  ATAAGAGAGCTGCGAA      RNU1-60P  0.1224145177     1
## 731  AGATCTGCACCTATCC      RNU1-60P -0.2756570411     0
## 732  GACACGCGTAGAGCTG      RNU1-60P -0.3766326587     0
## 733  TACACGAAGCTAGGCA      RNU1-60P -1.4803171635     0
## 734  AACACGTTCCGAAGAG      RNU1-60P  0.0287237231     0
## 735  TTAACTCGTGTAATGA      RNU1-60P -1.5657143685     1
## 736  TGGCGCAGTTCAGACT      RNU1-60P  1.1635259507     2
## 737  CATCAGAGTCTAGTCA      RNU1-60P -0.2925111538     1
## 738  CTAGAGTAGCATGGCA      RNU1-60P  0.3246871415     2
## 739  TACGGTAAGCGTGAAC      RNU1-60P -1.6009510600     2
## 740  TGACTTTTCGGATGTT      RNU1-60P -0.2372852920     1
## 741  CTCACACTCCTACAGA      RNU1-60P -1.5085942264     1
## 742  CCGTACTCACTGAAGG      RNU1-60P  1.1575753200     0
## 743  ATAACGCGTGGAAAGA      RNU1-60P  1.2617042928     0
## 744  GCTTGAAAGCTAGGCA      RNU1-60P -1.6062537802     1
## 745  AAGTCTGGTGTTGGGA      RNU1-60P -0.3109775821     2
## 746  CGATCGGGTACAGCAG      RNU1-60P  0.9301775468     1
## 747  AGTAGTCTCGATGAGG      RNU1-60P  0.0880150853     2
## 748  CGACCTTCAGACGCTC      RNU1-60P  0.1098629928     1
## 749  GCATACACATGCAACT      RNU1-60P -1.4799429088     0
## 750  TCCCGATTCGCAGGCT      RNU1-60P -1.6146531670     2
## 751  TTAGGCAAGATCGATA      RNU1-60P -1.4908818182     1
## 752  TCGTACCAGGCAAAGA      RNU1-60P  0.4642092775     0
## 753  GGATGTTGTATAGGGC      RNU1-60P  0.9145422092     2
## 754  AATCCAGCAGAGTGTG      RNU1-60P  1.6837657999     0
## 755  CATGCCTCACGGCCAT      RNU1-60P -0.2314146871     1
## 756  CTCGAAACACATGACT      RNU1-60P  0.6564182472     2
## 757  CTGCCTAGTTGCGTTA      RNU1-60P  1.1589278286     0
## 758  GGCGACTAGACAGAGA      RNU1-60P  0.6993655341     1
## 759  TACAGTGGTGTAATGA      RNU1-60P -0.2809277369     1
## 760  ACGAGCCTCTTATCTG      RNU1-60P  0.6124881036     2
## 761  GGGAATGCAAATACAG      RNU1-60P -1.4694855996     1
## 762  TGCACCTGTACCGAGA      RNU1-60P  0.7887979485     0
## 763  ATCATCTTCAGTCAGT      RNU1-60P  0.2428198155     0
## 764  CATATTCGTACAGTTC      RNU1-60P  0.6274942371     0
## 765  GCATGATGTTCCACTC      RNU1-60P  0.2293137372     0
## 766  AAGGCAGTCACGACTA      RNU1-60P  0.8451327316     0
## 767  GAAACTCTCTATCCCG      RNU1-60P -1.5333307589     0
## 768  AGCATACTCTGCTGTC      RNU1-60P  0.4600632192     1
## 769  TGGGCGTCAGCGTTCG      RNU1-60P  1.1259415092     1
## 770  TCGTAGAGTTCGTCTC      RNU1-60P  0.8789846652     0
## 771  GACAGAGGTACCGCTG      RNU1-60P -1.3922279437     1
## 772  TCTCATACACATAACC      RNU1-60P -0.3030801297     0
## 773  TGGGCGTCATTGAGCT      RNU1-60P  0.3939124146     0
## 774  CATGACACATGTCTCC      RNU1-60P  1.0231656803     0
## 775  GAATAAGGTGCACGAA      RNU1-60P -1.4331227637     1
## 776  TGCGCAGCAAGCGAGT      RNU1-60P  1.2404332564     0
## 777  CTTCTCTCAGCCAGAA      RNU1-60P  1.0927328592     0
## 778  AAGCCGCAGTGGCACA      RNU1-60P -1.3860699849     0
## 779  CTCTACGAGTGGACGT      RNU1-60P -1.4901505611     2
## 780  GTCATTTTCTATCCCG      RNU1-60P -1.4396693563     2
## 781  CGAGCACAGCCACTAT      RNU1-60P -1.4448810875     1
## 782  AGTAGTCGTAACGACG      RNU1-60P  0.8635601652     0
## 783  GACGTGCAGAGGGATA      RNU1-60P  0.2240155541     0
## 784  GTCTTCGTCCAACCAA      RNU1-60P -0.3563843547     2
## 785  CAAGGCCTCGCCCTTA      RNU1-60P  1.3213480587     0
## 786  TGTGGTACATGGTTGT      RNU1-60P -0.2750890335     2
## 787  CCTCAGTTCGAATGCT      RNU1-60P -1.3146716209     1
## 788  ACCGTAATCTGAGGGA      RNU1-60P -1.3977053342     1
## 789  GTTAAGCCAGTTCATG      RNU1-60P  0.2164464896     0
## 790  CTGCCTATCAATCTCT      RNU1-60P -1.4255083104     0
## 791  GACGGCTTCTCCAACC      RNU1-60P -1.3968099803     0
## 792  TTTCCTCCAGTTCCCT      RNU1-60P  0.9002898430     0
## 793  GCGCCAAAGCCCTAAT      RNU1-60P  0.5934465676     0
## 794  CCACCTATCCCGACTT      RNU1-60P  0.2562421077     1
## 795  TTTATGCCAGGGCATA      RNU1-60P  0.4799852096     1
## 796  TACAGTGTCGCGGATC      RNU1-60P -1.4484636800     0
## 797  AGCTCTCCACCACGTG      RNU1-60P  0.4311113586     0
## 798  GTGGGTCCATTGAGCT      RNU1-60P -1.5488496457     1
## 799  GGGATGACAGACTCGC      RNU1-60P  0.7140428931     0
## 800  ACACCAAGTTCGGGCT      RNU1-60P -0.3800674646     1
## 801  TGATTTCAGCTATGCT      RNU1-60P -1.4320559351     1
## 802  TGGCCAGAGAGGGCTT      RNU1-60P -0.3200901708     2
## 803  TCGGTAAGTAAAGTCA      RNU1-60P  0.9080463815     2
## 804  TGAAAGAGTCCCTTGT      RNU1-60P -1.3715012807     1
## 805  CCGTGGATCGTTTATC      RNU1-60P -0.0383869221     1
## 806  GAACCTATCCTCAACC      RNU1-60P  0.1669474284     0
## 807  GCGCAGTCATCCAACA      RNU1-60P -0.2533339630     1
## 808  ACATGGTTCGCGCCAA      RNU1-60P -0.2229723367     1
## 809  CTTGGCTGTACGCACC      RNU1-60P  0.2776943537     0
## 810  AGATTGCAGGCCCGTT      RNU1-60P  0.4252290612     0
## 811  AGGCCGTGTTACGGAG      RNU1-60P -0.4319642861     1
## 812  GGTGTTAGTTAAGATG      RNU1-60P  1.1318959850     0
## 813  GGAATAATCCTGTAGA      RNU1-60P -1.3736093631     1
## 814  TATTACCGTATTAGCC      RNU1-60P -1.4392338231     1
## 815  ATAACGCGTTAGTGGG      RNU1-60P -0.2438562783     0
## 816  AAACGGGGTTATCCGA      RNU1-60P -1.4101096763     1
## 817  TGTGGTATCGTTTAGG      RNU1-60P -1.3283076061     1
## 818  ATCACGAGTATGAATG      RNU1-60P  0.2691869943     0
## 819  CAGCAGCTCACCTCGT      RNU1-60P  1.7682776712     0
## 820  CCAATCCGTATTACCG      RNU1-60P -0.1833674376     1
## 821  TTCTACATCACATAGC      RNU1-60P  0.3741443365     2
## 822  TGTCCCATCGTATCAG      RNU1-60P -1.5401125703     2
## 823  AGCTCTCAGTGTTTGC      RNU1-60P  0.6242773006     0
## 824  CAACCTCAGTAACCCT      RNU1-60P -0.3116231037     2
## 825  GTGGGTCAGGTAAACT      RNU1-60P  0.3776416287     0
## 826  TAAGTGCCACGTCAGC      RNU1-60P -0.3337644772     1
## 827  GACCTGGCAGCCACCA      RNU1-60P  1.6272604590     0
## 828  ACAGCCGCAGGATCGA      RNU1-60P  0.7452078855     0
## 829  AACTCCCCAGCTCGCA      RNU1-60P  0.4756673313     0
## 830  GGAAAGCGTCTCTCGT      RNU1-60P  1.3093377780     0
## 831  CGCTTCAAGCAGGTCA      RNU1-60P  0.8642042452     1
## 832  GATCGCGAGAAGGGTA      RNU1-60P -1.4093139366     1
## 833  AAGCCGCCAGGATTGG      RNU1-60P -1.4455665988     1
## 834  ATTGGACGTCGTGGCT      RNU1-60P  1.0434326065     0
## 835  CCCATACCACTAAGTC      RNU1-60P -1.3082584017     2
## 836  TCTCTAATCCCATTTA      RNU1-60P  0.7516288414     1
## 837  TCGTAGAGTGGTACAG      RNU1-60P -0.3248605068     1
## 838  AAACGGGAGAGACGAA      RNU1-60P  1.1832410550     0
## 839  GACTACATCACCACCT      RNU1-60P -1.3570470087     2
## 840  GAAACTCAGTTGAGTA      RNU1-60P -0.1207729407     0
## 841  CCCTCCTTCCTCCTAG      RNU1-60P  0.2010703417     1
## 842  GCGACCATCACGGTTA      RNU1-60P -0.1739762921     2
## 843  TCTCTAAAGAGTCGGT      RNU1-60P -1.5617484429     1
## 844  GGCTCGATCTCACATT      RNU1-60P -0.5200789679     0
## 845  CTGATAGAGGCAGGTT      RNU1-60P -1.5865828159     1
## 846  CATGCCTAGGAGTTTA      RNU1-60P -1.5817331526     1
## 847  TGGCTGGTCAGCCTAA      RNU1-60P  0.6621445789     0
## 848  TCAGATGTCGTTACAG      RNU1-60P  0.5739550475     0
## 849  CAGCTGGGTTATGTGC      RNU1-60P -0.2118684982     0
## 850  GGAACTTAGTCGTACT      RNU1-60P  2.0635274153     0
## 851  CCGGGATCACCGGAAA      RNU1-60P  1.6319696415     1
## 852  CCTTCGATCAAAGACA      RNU1-60P  1.1334132223     0
## 853  CGAGAAGGTATCGCAT      RNU1-60P -1.3995165429     0
## 854  CCTAAAGAGACTGGGT      RNU1-60P  0.8194516020     0
## 855  CAGATCACATTGGCGC      RNU1-60P -0.1920781607     1
## 856  CTAGCCTAGCTGGAAC      RNU1-60P -1.6251032697     1
## 857  ATTGGTGTCTCGTATT      RNU1-60P -1.2985503586     2
## 858  GGGAATGTCAAAGTAG      RNU1-60P -1.4703615100     1
## 859  CCATGTCCACGGCCAT      RNU1-60P -0.2260544420     0
## 860  GGCAATTCATATGGTC      RNU1-60P -0.3795313569     0
## 861  CTGTGCTCATGTCCTC      RNU1-60P -1.5249297183     0
## 862  TTAACTCCAACGCACC      RNU1-60P  0.3632177258     0
## 863  CGAACATAGCGGCTTC      RNU1-60P  1.9034848227     0
## 864  TCGCGTTAGGCACATG      RNU1-60P -1.3962306149     1
## 865  GGGTTGCCAAACTGCT      RNU1-60P  1.4155879630     0
## 866  ATAAGAGCAGGTGCCT      RNU1-60P -1.4750441264     1
## 867  CGGACACGTATTCGTG      RNU1-60P -1.2182567508     2
## 868  CTGATAGTCACGACTA      RNU1-60P -0.3609516995     0
## 869  GAACATCGTGAGTATA      RNU1-60P  0.6113512344     2
## 870  TGCTACCAGTGGTCCC      RNU1-60P  0.5711171023     0
## 871  GCTGGGTAGTCTTGCA      RNU1-60P  1.2125619800     0
## 872  TACGGATGTCTAACGT      RNU1-60P  0.7513991510     2
## 873  TGGGCGTCAATGGATA      RNU1-60P -0.1534533815     1
## 874  CTGCTGTCATTTGCTT      RNU1-60P  0.3869176427     2
## 875  GGGCATCAGCAGCCTC      RNU1-60P -1.6082616699     1
## 876  CGTGAGCAGACTAGAT      RNU1-60P  1.0216689019     0
## 877  CAGCGACCACACCGAC      RNU1-60P -1.3110947251     2
## 878  CCCAATCCAGTTAACC      RNU1-60P -1.3682442689     2
## 879  CAGCGACTCAGCGACC      RNU1-60P -0.1713108495     0
## 880  GAGCAGAAGCTATGCT      RNU1-60P -1.3620988904     2
## 881  CTCTGGTTCACTTCAT      RNU1-60P -0.5545021140     0
## 882  CGCGTTTCAGCTGTGC      RNU1-60P -1.4453127531     1
## 883  GGACGTCCACCTCGGA      RNU1-60P  1.2212869248     0
## 884  TAGTTGGAGAGTTGGC      RNU1-60P  0.3058408630     0
## 885  ATTGGTGTCGGAATCT      RNU1-60P  0.9264636956     0
## 886  GAATGAACACGGCCAT      RNU1-60P -1.4082911458     2
## 887  GTGCATACAAGGTGTG      RNU1-60P  0.1136874548     0
## 888  GGAATAAGTCGGCACT      RNU1-60P -0.0322122643     0
## 889  ACCCACTTCCAAAGTC      RNU1-60P  1.5810276185     0
## 890  ACTATCTCAATTCCTT      RNU1-60P -0.1041552991     1
## 891  AGCATACAGTGGGATC      RNU1-60P  0.7500757725     0
## 892  CTGAAGTGTTTCGCTC      RNU1-60P -1.5928289239     1
## 893  TTCTCAATCAACACAC      RNU1-60P  0.9230315990     0
## 894  CGGAGCTAGAGACGAA      RNU1-60P  0.7960143194     0
## 895  CTGGTCTAGTTTGCGT      RNU1-60P -0.3980694911     0
## 896  AACGTTGAGAGTCGGT      RNU1-60P -1.4961918100     2
## 897  AGGGATGTCTCCAACC      RNU1-60P -1.3777510433     1
## 898  AACCATGAGGTGACCA      RNU1-60P -1.4696974733     0
## 899  ATCTACTTCACATACG      RNU1-60P -0.0255470904     0
## 900  CCTAAAGAGTCTCAAC      RNU1-60P  1.2035443187     0
## 901  ACACCCTAGAGTTGGC      RNU1-60P -1.5152916389     2
## 902  CCGTTCACAGCTGTTA      RNU1-60P  1.5793444312     0
## 903  ATCTACTCAGCAGTTT      RNU1-60P  1.3937340018     0
## 904  AGAGCGAGTCCGTTAA      RNU1-60P -0.1960774135     0
## 905  TCATTACTCCAGAGGA      RNU1-60P  0.8316308759     0
## 906  GTCTCGTCATTAGGCT      RNU1-60P  1.2606692288     0
## 907  TGGGCGTAGGCAGTCA      RNU1-60P  0.1482312004     0
## 908  GTGAAGGCAGACAAAT      RNU1-60P -1.3078653625     2
## 909  GGAAAGCTCACTTATC      RNU1-60P -0.1336416939     1
## 910  CTACATTGTACCCAAT      RNU1-60P  0.5097139110     0
## 911  TTAGGCAGTCAAACTC      RNU1-60P -1.2225833369     0
## 912  TACCTATGTAACGTTC      RNU1-60P -1.3826091313     2
## 913  TGAGCCGGTATTCGTG      RNU1-60P -0.1049088482     1
## 914  GGGATGATCCAGAGGA      RNU1-60P  0.7947394540     0
## 915  TTTCCTCCATCGATTG      RNU1-60P -0.2876774443     1
## 916  AGGGAGTTCCTATTCA      RNU1-60P  0.2768475048     0
## 917  GGTATTGAGAGCCTAG      RNU1-60P -1.3408975363     1
## 918  AACTCTTCACGGCTAC      RNU1-60P  2.0774056092     0
## 919  GACTACATCGTTTAGG      RNU1-60P  1.2070773351     0
## 920  GGGCACTAGTGAAGTT      RNU1-60P  2.3118631591     0
## 921  TTTATGCCAAAGCAAT      RNU1-60P -0.3859737526     0
## 922  CTAGAGTGTGCAACTT      RNU1-60P  0.7992684387     2
## 923  ACCCACTCAGCGAACA      RNU1-60P -1.3073948721     0
## 924  TACGGTACACATCTTT      RNU1-60P  0.7931264964     0
## 925  GCGCGATTCCGAGCCA      RNU1-60P  0.2128276444     2
## 926  CCACGGAAGTTTAGGA      RNU1-60P  0.2820087117     2
## 927  CGTCTACGTCACTGGC      RNU1-60P  0.3149985464     1
## 928  CTGGTCTTCACGGTTA      RNU1-60P  1.5987900990     0
## 929  GTCAAGTGTTCATGGT      RNU1-60P  0.5859551348     0
## 930  TACCTATTCTCTGAGA      RNU1-60P -0.0199816391     0
## 931  CACAAACAGGGAGTAA      RNU1-60P -1.4599784627     0
## 932  CGAATGTCAAGCCCAC      RNU1-60P -0.1286974344     2
## 933  AAACCTGGTAGCCTAT      RNU1-60P -1.3373229030     1
## 934  CTACCCAGTATTAGCC      RNU1-60P  1.0398911941     0
## 935  AGGCCACTCATTCACT      RNU1-60P -1.3621517230     1
## 936  GTTCGGGGTACAGTGG      RNU1-60P  1.2847789301     0
## 937  ACGAGGACAACTTGAC      RNU1-60P -0.2212220131     1
## 938  TAGCCGGGTATATGGA      RNU1-60P  0.5674158213     2
## 939  GGATTACGTCTCTCTG      RNU1-60P -1.3855713249     2
## 940  GGCCGATCATCGATGT      RNU1-60P -1.4046102393     1
## 941  ACATGGTTCGTTGCCT      RNU1-60P  1.3181574189     0
## 942  GGGCATCTCTCCAACC      RNU1-60P  0.4045544953     0
## 943  AACTCAGTCTTGTATC      RNU1-60P  1.2333752935     0
## 944  GGGTCTGTCCTAGAAC      RNU1-60P  0.3160626486     0
## 945  ATTATCCGTGTGCCTG      RNU1-60P -0.1040696003     1
## 946  CCCAATCAGGCTAGCA      RNU1-60P -1.4661367460     1
## 947  CAGCAGCTCAGATAAG      RNU1-60P  1.8908081656     0
## 948  CTTAACTCACCGAAAG      RNU1-60P  1.6601324266     0
## 949  TGGGCGTAGTTGAGAT      RNU1-60P  1.3494654025     0
## 950  AAGCCGCAGGGTATCG      RNU1-60P  0.2893778035     1
## 951  TGCGGGTGTTTACTCT      RNU1-60P  1.0600412822     0
## 952  TCACGAATCCCTCTTT      RNU1-60P -1.5014382997     2
## 953  TCAGATGCATTCACTT      RNU1-60P  0.3560617204     0
## 954  GCGACCAAGATGCCTT      RNU1-60P  1.6432807497     2
## 955  CGTTAGACACAACGTT      RNU1-60P -1.2486371662     1
## 956  GACACGCGTACAAGTA      RNU1-60P -0.1653680819     1
## 957  CACACCTGTCGCGAAA      RNU1-60P  0.2410079403     2
## 958  CTTGGCTCAGCCTATA      RNU1-60P  0.7909178183     0
## 959  CGAGCACTCTGCTGCT      RNU1-60P -0.1909125130     2
## 960  ACTATCTCATGCAACT      RNU1-60P  1.4207923590     2
## 961  GATGAGGTCCGCATAA      RNU1-60P  1.7890984110     0
## 962  AAGGCAGCATGCGCAC      RNU1-60P -0.1012302825     0
## 963  TACTTGTTCTCGTATT      RNU1-60P -0.2082595595     2
## 964  ATTCTACCAGGCTGAA      RNU1-60P -1.3428396141     2
## 965  CGGTTAAAGTTACCCA      RNU1-60P  0.3102063867     1
## 966  AGCGTCGAGATGTCGG      RNU1-60P  0.1191881074     2
## 967  CGACTTCCACGAAACG      RNU1-60P  1.4528487731     0
## 968  AGTGTCAAGTGAAGAG      RNU1-60P  1.5567168503     0
## 969  AAGGCAGCAAGTTCTG      RNU1-60P -1.4375402012     1
## 970  TCGCGTTTCTCGCATC      RNU1-60P -1.4580181146     0
## 971  TTAGGACGTGAGTGAC      RNU1-60P -1.3907027237     2
## 972  ACAGCTACATCATCCC      RNU1-60P  0.4286071784     0
## 973  GACTGCGCAAAGAATC      RNU1-60P -1.3570826113     0
## 974  ACATACGGTTTGACTG      RNU1-60P  1.2830991483     1
## 975  ATCCGAATCTTGCATT      RNU1-60P  0.3320955345     2
## 976  CGTCTACCACATTCGA      RNU1-60P -1.4030594504     0
## 977  ATAAGAGGTCAAGCGA      RNU1-60P  0.3526069507     1
## 978  ACGGGTCCAATCACAC      RNU1-60P  0.4937347757     0
## 979  TAAGCGTCAATTGCTG      RNU1-60P  0.6409060976     0
## 980  ACACCAAAGAGCCTAG      RNU1-60P  0.5745701455     0
## 981  TATGCCCCATCACGTA      RNU1-60P -1.4057597846     1
## 982  CATGGCGCATAACCTG      RNU1-60P  1.7602907039     0
## 983  TACGGTAAGTTTCCTT      RNU1-60P -0.0123364793     2
## 984  GGAGCAAGTAATCACC      RNU1-60P  0.6794666387     0
## 985  GGGCATCCACATCCGG      RNU1-60P  0.4673573028     0
## 986  AGTGAGGGTTGCTCCT      RNU1-60P -1.2986349977     2
## 987  GAAATGAAGTGGGCTA      RNU1-60P  0.4289438049     2
## 988  GATCGTACAATAGCAA      RNU1-60P -0.2417511942     0
## 989  GTAGTCAGTTTAGCTG      RNU1-60P -1.5149793474     1
## 990  TCACAAGGTGACGCCT      RNU1-60P  0.0684225480     2
## 991  GTCATTTTCCGCATCT           JUN  0.1202798144     0
## 992  ATAAGAGAGGAGTTGC           JUN -0.3287597488     1
## 993  CATTATCCATGGTCTA           JUN  0.4584470497     0
## 994  CTTAGGAGTGGCGAAT           JUN  1.2465905237     0
## 995  CATCAGAAGCACCGCT           JUN  0.0497563508     2
## 996  GCGGGTTAGTAGCCGA           JUN -1.2409389577     2
## 997  CAGAGAGAGCGCCTTG           JUN -1.4153707922     0
## 998  CTGAAGTCAGACACTT           JUN  0.1364075934     0
## 999  GGACGTCCAGGTGCCT           JUN -1.1745963442     1
## 1000 AAAGCAAGTGGTGTAG           JUN -2.1151725928     2
## 1001 TCTCATACAGGGCATA           JUN  0.7106603497     0
## 1002 AACTCAGGTACTCGCG           JUN  0.3078544152     2
## 1003 CACATTTGTGAGTATA           JUN  0.8209407639     0
## 1004 ACTTTCAAGGTGTTAA           JUN  0.4940217959     0
## 1005 TGCCCATCAGACGCAA           JUN -0.3359969998     2
## 1006 CTAAGACCAATGCCAT           JUN  0.2318302463     0
## 1007 CGGAGCTCATTTGCTT           JUN  0.6830631138     0
## 1008 GAGCAGATCGACGGAA           JUN  0.1172044912     0
## 1009 TAAACCGAGATCGATA           JUN  0.1954591762     0
## 1010 GTCTCGTGTACATCCA           JUN  0.3962626578     0
## 1011 GTATCTTAGACCCACC           JUN -2.0835286918     1
## 1012 GAGCAGAAGAGCCTAG           JUN  0.3662943733     1
## 1013 GTGCAGCTCACATAGC           JUN  0.0431845772     0
## 1014 CCTATTAGTAAACCTC           JUN  1.4921257999     0
## 1015 AGAGTGGAGTTTAGGA           JUN  0.0354954950     0
## 1016 TACGGGCAGGTGATTA           JUN -0.0359752149     2
## 1017 ACTATCTCAATCTACG           JUN -0.7326479745     0
## 1018 CGAGCCATCAGGCAAG           JUN -0.0490838942     0
## 1019 CGAATGTCAATTGCTG           JUN -0.1458709026     0
## 1020 TACGGTATCGTTACGA           JUN  0.5151242695     0
## 1021 CTGTGCTCAAGGTGTG           JUN -0.8648217524     2
## 1022 CCATGTCGTAACGACG           JUN -0.3226787115     0
## 1023 TGCTGCTAGACACTAA           JUN  0.6835907985     0
## 1024 ACGGGTCTCGCTTAGA           JUN -0.3181385873     2
## 1025 ACGAGGAAGGCTAGCA           JUN  0.2241084400     0
## 1026 GCACTCTGTCGGCACT           JUN -0.0765406282     2
## 1027 ATCATGGGTTTAAGCC           JUN -0.2632871502     0
## 1028 GCATGTAGTAAAGGAG           JUN  0.1580369238     2
## 1029 CAACTAGAGTGGGCTA           JUN  0.3310951548     0
## 1030 AACACGTCAATCAGAA           JUN -0.7109285913     1
## 1031 AAAGTAGGTGTCTGAT           JUN -1.8746344687     1
## 1032 CTCATTATCGCTGATA           JUN  0.7276732685     2
## 1033 TACTCGCCAACGCACC           JUN -1.8192603085     2
## 1034 GGACATTGTCCTGCTT           JUN -1.8698020847     1
## 1035 ACTGAACAGAGCTGGT           JUN -1.9105415544     0
## 1036 CTCGGGAAGTGCAAGC           JUN  0.5744020405     0
## 1037 AGCTCCTAGCATGGCA           JUN  0.0872963376     0
## 1038 TATTACCGTCGACTGC           JUN  0.6088941029     0
## 1039 GAACGGACATTTCACT           JUN  0.7939478127     2
## 1040 CACAAACTCCCGGATG           JUN  0.7051098691     0
## 1041 GCTCCTAAGGGAGTAA           JUN -1.8292320472     2
## 1042 GACTAACCATCACGTA           JUN -0.7241478563     1
## 1043 TACTCGCTCTTAACCT           JUN -0.0971104116     2
## 1044 AGGCCGTCAGGAACGT           JUN -0.0370427032     1
## 1045 CCACTACAGTGCTGCC           JUN  0.5284824805     0
## 1046 ATCCACCCAAGCCGTC           JUN  0.8480605202     2
## 1047 GAGTCCGAGACTGTAA           JUN -0.6331774886     2
## 1048 AAGCCGCCAGAAGCAC           JUN  1.2918194076     0
## 1049 GACACGCCAGATTGCT           JUN -0.1836236804     0
## 1050 CGACTTCAGGCTACGA           JUN  0.2699945403     0
## 1051 GGGTTGCCAGTAAGCG           JUN  0.1631962600     2
## 1052 AGTGAGGGTCAGAATA           JUN  0.7555108115     0
## 1053 GATCTAGCAGCCACCA           JUN -0.5565856927     1
## 1054 ACGAGGACAAGACGTG           JUN -1.9043825184     0
## 1055 CATATGGCAAGCCGCT           JUN -0.2429451899     0
## 1056 TTATGCTCAGACGCTC           JUN  0.7578613338     0
## 1057 AGTGTCAAGTCGCCGT           JUN -1.8017414880     0
## 1058 AAGGCAGGTCTGCCAG           JUN -0.0114322939     2
## 1059 TCAGGATAGCCCGAAA           JUN -0.0985419948     2
## 1060 CCACTACCACTAGTAC           JUN -1.7911752033     1
## 1061 AGCAGCCTCGCCAAAT           JUN  0.9053058991     0
## 1062 CTGCCTATCCATGCTC           JUN  1.0511956294     0
## 1063 GCTGCAGCATAGTAAG           JUN  0.2971759403     0
## 1064 GCGCAGTTCAGTTCGA           JUN -0.6457333985     1
## 1065 GGGCATCGTAGCGCTC           JUN  0.6711666954     2
## 1066 CTAATGGGTTACGTCA           JUN  1.0896853555     0
## 1067 ATTCTACGTTATCGGT           JUN  0.9737083406     0
## 1068 GAAATGATCAGCTGGC           JUN  0.4659368729     0
## 1069 TGCTACCTCGTCCAGG           JUN  0.2465139301     0
## 1070 ACATGGTCACTTACGA           JUN  0.3354034864     0
## 1071 ACTTTCAAGCGTTGCC           JUN  1.1133037068     0
## 1072 CCTACACGTAAACCTC           JUN  0.9520738867     0
## 1073 ATTGGTGAGATCCCAT           JUN -0.7617412131     0
## 1074 CCGGGATCACAGACAG           JUN -0.0260421953     1
## 1075 CAGTAACTCTCTTGAT           JUN  0.8895735212     0
## 1076 ATCTACTCAATAGCGG           JUN  1.4975999161     0
## 1077 ACCCACTGTTAAGAAC           JUN -1.7543001004     1
## 1078 ACATACGTCTGCTTGC           JUN  0.3779424776     0
## 1079 CGTCTACGTTGAACTC           JUN  0.7147629183     0
## 1080 ATTATCCCAGCAGTTT           JUN -0.6236426274     0
## 1081 GAAACTCTCGTTACGA           JUN  1.3433634041     0
## 1082 GATGAAACATCATCCC           JUN -0.5148599673     2
## 1083 CACAGTATCTGTCCGT           JUN -0.6275812345     0
## 1084 TGAAAGAAGGAGCGAG           JUN -1.8131707335     0
## 1085 CCGGTAGAGACCGGAT           JUN -0.6787293103     2
## 1086 TGCGGGTTCTAACCGA           JUN -1.9084719813     1
## 1087 GGCGACTTCGCGCCAA           JUN  0.3908303695     0
## 1088 GGGATGAAGTCGCCGT           JUN -1.7822803336     0
## 1089 GATTCAGGTACAGACG           JUN -0.0920278707     0
## 1090 TAGACCACAAGAAGAG           JUN -0.6481731169     0
## 1091 AATCCAGGTCAGAGGT           JUN -0.5866756216     1
## 1092 TGAGCCGCAATGGACG           JUN  0.4905805011     0
## 1093 CACATAGGTACTCTCC           JUN -0.6166828190     0
## 1094 CATGGCGAGCAATATG           JUN -0.6213974872     1
## 1095 CAGTAACGTTATTCTC           JUN -1.8021742844     1
## 1096 GCGAGAAGTTCCGTCT           JUN  0.4958448507     0
## 1097 TTTACTGGTCCCTTGT           JUN -0.1568407204     1
## 1098 ATCATGGCACGAAATA           JUN  1.1058137629     0
## 1099 CGCCAAGAGGCAGTCA           JUN  0.7126566878     0
## 1100 CGTCCATGTCCAGTAT           JUN  1.1909371183     0
## 1101 TGGCGCATCCATTCTA           JUN  1.1030189778     0
## 1102 CCCATACGTAGCTTGT           JUN  0.0286627771     0
## 1103 GCATGCGGTGCTGTAT           JUN  0.9904115421     0
## 1104 TTCTTAGCATGCTAGT           JUN  1.1013116901     0
## 1105 TGCGCAGAGTGGACGT           JUN  0.4640146093     1
## 1106 ATTATCCGTTGCTCCT           JUN -1.6958459939     0
## 1107 AGAATAGAGACTAGGC           JUN  0.7647139540     2
## 1108 CCTACACAGCTGCAAG           JUN -0.0432622017     1
## 1109 GACAGAGAGTGCTGCC           JUN -0.5195461435     2
## 1110 GTTCGGGTCCCAAGAT           JUN -0.0580612986     2
## 1111 AGTAGTCGTAAGCACG           JUN -0.0918256870     2
## 1112 CTCACACGTACCTACA           JUN  0.9274043911     0
## 1113 GCAGTTAAGTGGGTTG           JUN  0.7035070141     0
## 1114 GTCAAGTCAGCTCGAC           JUN -1.9137028736     2
## 1115 GCTGCGATCCCTAACC           JUN -0.4623207519     1
## 1116 GATCGTATCCCTAACC           JUN  0.0176534505     0
## 1117 TGAGAGGTCCGTAGTA           JUN  0.6672787488     0
## 1118 CTCGTCAGTGCACTTA           JUN  1.1289321436     0
## 1119 AGCATACAGCAAATCA           JUN  0.9982811283     0
## 1120 TCGGGACGTGTCAATC           JUN  0.5719715635     0
## 1121 ATGCGATGTAAACACA           JUN  1.1674928696     0
## 1122 CATGACACACAACGTT           JUN  0.5579373277     0
## 1123 GCTTGAAGTGCTAGCC           JUN -1.9567015908     0
## 1124 TTTGGTTTCTCTTATG           JUN -0.1128494276     0
## 1125 ACACCCTGTGAAATCA           JUN -0.5566371328     2
## 1126 ATCATGGTCCCTCAGT           JUN  1.1436215442     0
## 1127 CCTCTGACAATCAGAA           JUN -0.3707658634     0
## 1128 ACATACGAGACACTAA           JUN  0.9182371881     2
## 1129 TCACAAGTCCGTAGGC           JUN -1.6765477250     1
## 1130 GCAGTTAGTCCAGTGC           JUN -1.7934754397     1
## 1131 AGTGAGGGTTACAGAA           JUN -0.4241277657     2
## 1132 CACACAAGTAATCACC           JUN  0.6299931721     0
## 1133 GATCGCGAGGCTAGAC           JUN  1.1425394242     0
## 1134 CTCGTACTCCTTTCGG           JUN  0.5745571620     0
## 1135 ATCCACCTCGGCGGTT           JUN  0.1729800698     2
## 1136 GAAGCAGAGCTAGTTC           JUN  0.5399298299     1
## 1137 CAGTCCTAGTGTCTCA           JUN -1.8202340019     2
## 1138 CGCTTCACAATGGATA           JUN  0.3445052194     0
## 1139 TCCCGATTCATATCGG           JUN  1.5313396534     0
## 1140 TGTGGTACATATACCG           JUN  0.0010554285     0
## 1141 TACCTTACACTACAGT           JUN  0.9106610786     1
## 1142 GTAGGCCGTCCGTCAG           JUN -0.4952168213     0
## 1143 CAGAATCCAATCAGAA           JUN  0.9556355771     0
## 1144 GGATTACTCTGTGCAA           JUN  0.3710981541     2
## 1145 GTCGTAAGTTTGTTTC           JUN -0.0660706345     2
## 1146 GATCGTAAGCCAGTAG           JUN  1.3699497435     0
## 1147 GACTACAGTTAAAGAC           JUN  1.9508963233     0
## 1148 CATGACACAACACCTA           JUN -0.2406076722     2
## 1149 CACCAGGTCACGCGGT           JUN  0.9047572614     0
## 1150 GTCTTCGTCTGAGTGT           JUN  0.8250473869     2
## 1151 CCTTCGAAGTGGGATC           JUN  1.3496385037     0
## 1152 GTGCGGTGTCCTGCTT           JUN  0.7986212451     0
## 1153 GTCACAACATGCCTTC           JUN -0.4260264509     1
## 1154 CAGAGAGTCAGTCAGT           JUN -1.7542252667     0
## 1155 GTGCGGTGTACTCTCC           JUN  0.8400220376     0
## 1156 CAGCTAATCAAGATCC           JUN  0.9647804743     1
## 1157 CAAGATCGTTGGGACA           JUN  0.0948681579     0
## 1158 TTTATGCCATCACAAC           JUN -1.7356766283     2
## 1159 CGGTTAATCCCAAGTA           JUN -1.7564733095     1
## 1160 TAGCCGGTCCGTAGTA           JUN -0.3784644482     1
## 1161 ACGAGCCGTGTTTGTG           JUN -0.0439228319     2
## 1162 AGCATACCAAACCCAT           JUN  0.9945781187     0
## 1163 GAAATGATCAACACTG           JUN  0.1529240812     0
## 1164 TATCTCACATAACCTG           JUN  0.8373325232     2
## 1165 CCGTACTCACTTCTGC           JUN  0.1934368299     1
## 1166 CTAGAGTTCAGAGGTG           JUN  0.0244621612     0
## 1167 CTGATAGCATACAGCT           JUN  0.3894376682     0
## 1168 TCGAGGCCACGGTAGA           JUN  0.4432146082     1
## 1169 GATCAGTTCACTTATC           JUN  1.1468466949     0
## 1170 GTTTCTAAGCCCTAAT           JUN  0.9384863576     0
## 1171 CAGCTGGAGGAATTAC           JUN  0.5662069621     1
## 1172 AGAGTGGTCGATCCCT           JUN  2.0929795284     0
## 1173 CATGGCGCAACTGCTA           JUN  1.0960005657     0
## 1174 CTGGTCTGTATATGGA           JUN -0.3699857599     1
## 1175 CGTCACTCACAGGAGT           JUN  0.0321109146     0
## 1176 AACTGGTTCAACCAAC           JUN -1.6776427424     1
## 1177 CCATTCGCAGGGAGAG           JUN  0.7389924554     0
## 1178 CATCAGATCTTCAACT           JUN -1.7465106768     0
## 1179 GAATGAATCAGGCAAG           JUN  0.2933418057     0
## 1180 TGTCCCATCGAATGCT           JUN  1.3417487475     0
## 1181 AGTGGGACAGCCAATT           JUN  0.1925200213     0
## 1182 AGAGCTTTCACATGCA           JUN -0.4236795533     0
## 1183 TGCGGGTTCTGCAGTA           JUN  0.5644183936     0
## 1184 GTCGTAAGTCGGCACT           JUN -0.2565506705     0
## 1185 CTCGAGGTCGGAGCAA           JUN  0.4661199018     0
## 1186 CTACACCAGATGAGAG           JUN -0.3339473258     1
## 1187 ACGGCCATCTTACCTA           JUN  0.9790487062     0
## 1188 CCCAGTTCACACCGAC           JUN -0.3010047419     1
## 1189 TCGGGACTCGGATGGA           JUN  0.2345873244     1
## 1190 CATCGGGTCCCGACTT           JUN  0.6201292016     0
## 1191 CTTAACTGTAAGGATT           JUN -1.6419107606     2
## 1192 AACCATGAGCGTAATA           JUN  0.2033694341     2
## 1193 TCAGATGGTCTTCTCG           JUN  1.9245586075     0
## 1194 CTCACACTCCCAACGG           JUN  0.8974382752     0
## 1195 CCATGTCAGGATGGAA           JUN  0.0921704503     0
## 1196 GGGTCTGGTACTTGAC           JUN -1.7214921328     0
## 1197 GGAACTTCACAGTCGC           JUN  1.2083835927     0
## 1198 GACCTGGCACATCCAA           JUN  0.0915101660     2
## 1199 CAGTCCTCAAGACACG           JUN -0.3310697924     1
## 1200 AGATCTGCATATGGTC           JUN -1.7914515472     0
## 1201 CATCAGAGTATTCTCT           JUN -0.3016862272     0
## 1202 TGCACCTTCGATAGAA           JUN  0.7433312734     0
## 1203 CCTACACTCCCAAGTA           JUN  0.4427220103     0
## 1204 ACTTTCATCGTAGATC           JUN  0.0361566342     1
## 1205 TTGCGTCCACCATGTA           JUN -1.6944738903     0
## 1206 AAATGCCAGGTGCTAG           JUN  0.5661696964     0
## 1207 ATGCGATGTCCATCCT           JUN  0.2125348014     1
## 1208 CCAGCGAAGCCACTAT           JUN -0.3376308160     0
## 1209 TACTTGTAGTGTACTC           JUN -0.4097022092     2
## 1210 AGGGATGTCTCGCTTG           JUN  0.2341869674     1
## 1211 TGTCCCAGTATTAGCC           JUN  0.1962926356     0
## 1212 TGCTACCTCGCACTCT           JUN  0.6723501706     1
## 1213 GTAACGTCAGTATAAG           JUN -0.3138037221     1
## 1214 GCGCAACGTTCGTTGA           JUN -1.6397473438     1
## 1215 GCGAGAACATGAGCGA           JUN -1.6790202418     1
## 1216 TGCCCTAGTGCACCAC           JUN -1.7032508570     1
## 1217 CTAGAGTGTAAACACA           JUN  0.1997131290     0
## 1218 AGTAGTCCACCGGAAA           JUN  0.5032292190     0
## 1219 CATATTCTCAGCGATT           JUN -1.5588342141     2
## 1220 GAATGAAGTAACGACG           JUN  1.5180466951     0
## 1221 GATCAGTAGTACTTGC           JUN  0.1705921298     0
## 1222 CAAGAAACAGGATTGG           JUN  0.2049118578     1
## 1223 CCTATTATCAACACTG           JUN  1.5741950996     0
## 1224 CAGCAGCTCTGCGGCA           JUN  1.1842690699     0
## 1225 ATAAGAGAGCTGCGAA           JUN  0.5333195178     1
## 1226 AGATCTGCACCTATCC           JUN  0.6172125613     0
## 1227 GACACGCGTAGAGCTG           JUN -0.3935874007     0
## 1228 TACACGAAGCTAGGCA           JUN -1.6713139614     0
## 1229 AACACGTTCCGAAGAG           JUN  1.3722916804     0
## 1230 TTAACTCGTGTAATGA           JUN  0.4639788346     1
## 1231 TGGCGCAGTTCAGACT           JUN  0.4547725754     2
## 1232 CATCAGAGTCTAGTCA           JUN -1.6450979908     1
## 1233 CTAGAGTAGCATGGCA           JUN -1.5555856181     2
## 1234 TACGGTAAGCGTGAAC           JUN  0.4966265460     2
## 1235 TGACTTTTCGGATGTT           JUN -0.2690001445     1
## 1236 CTCACACTCCTACAGA           JUN -1.6992771110     1
## 1237 CCGTACTCACTGAAGG           JUN  0.2843173609     0
## 1238 ATAACGCGTGGAAAGA           JUN  0.6439331142     0
## 1239 GCTTGAAAGCTAGGCA           JUN -0.4676434156     1
## 1240 AAGTCTGGTGTTGGGA           JUN  0.2246913168     2
## 1241 CGATCGGGTACAGCAG           JUN -1.6735901814     1
## 1242 AGTAGTCTCGATGAGG           JUN  0.5009081837     2
## 1243 CGACCTTCAGACGCTC           JUN -1.6892951766     1
## 1244 GCATACACATGCAACT           JUN -0.3066230012     0
## 1245 TCCCGATTCGCAGGCT           JUN -1.8057275844     2
## 1246 TTAGGCAAGATCGATA           JUN  0.1756292424     1
## 1247 TCGTACCAGGCAAAGA           JUN  0.8230989247     0
## 1248 GGATGTTGTATAGGGC           JUN  0.2337175993     2
## 1249 AATCCAGCAGAGTGTG           JUN  0.8092347962     0
## 1250 CATGCCTCACGGCCAT           JUN -0.2672553606     1
## 1251 CTCGAAACACATGACT           JUN -1.5760042803     2
## 1252 CTGCCTAGTTGCGTTA           JUN  0.3063256635     0
## 1253 GGCGACTAGACAGAGA           JUN  0.5572348762     1
## 1254 TACAGTGGTGTAATGA           JUN -1.6671175617     1
## 1255 ACGAGCCTCTTATCTG           JUN -0.4444591982     2
## 1256 GGGAATGCAAATACAG           JUN -1.6715710444     1
## 1257 TGCACCTGTACCGAGA           JUN  1.1175959392     0
## 1258 ATCATCTTCAGTCAGT           JUN  0.6424971659     0
## 1259 CATATTCGTACAGTTC           JUN  1.3572649139     0
## 1260 GCATGATGTTCCACTC           JUN  0.2705643863     0
## 1261 AAGGCAGTCACGACTA           JUN -0.4023586444     0
## 1262 GAAACTCTCTATCCCG           JUN  1.0146009505     0
## 1263 AGCATACTCTGCTGTC           JUN -0.3655711541     1
## 1264 TGGGCGTCAGCGTTCG           JUN  0.5182075258     1
## 1265 TCGTAGAGTTCGTCTC           JUN  0.6835159866     0
## 1266 GACAGAGGTACCGCTG           JUN -1.6021310265     1
## 1267 TCTCATACACATAACC           JUN  0.5884205281     0
## 1268 TGGGCGTCATTGAGCT           JUN  0.1291944289     0
## 1269 CATGACACATGTCTCC           JUN  1.4774457036     0
## 1270 GAATAAGGTGCACGAA           JUN -1.6248172633     1
## 1271 TGCGCAGCAAGCGAGT           JUN  1.3601288802     0
## 1272 CTTCTCTCAGCCAGAA           JUN  1.2916064498     0
## 1273 AAGCCGCAGTGGCACA           JUN -0.2176456373     0
## 1274 CTCTACGAGTGGACGT           JUN -1.6960256645     2
## 1275 GTCATTTTCTATCCCG           JUN -0.2668322977     2
## 1276 CGAGCACAGCCACTAT           JUN  0.6699507216     1
## 1277 AGTAGTCGTAACGACG           JUN -0.2199598386     0
## 1278 GACGTGCAGAGGGATA           JUN -0.5687374267     0
## 1279 GTCTTCGTCCAACCAA           JUN -1.7077545831     2
## 1280 CAAGGCCTCGCCCTTA           JUN  1.7438345198     0
## 1281 TGTGGTACATGGTTGT           JUN -0.3082393008     2
## 1282 CCTCAGTTCGAATGCT           JUN  0.7696167403     1
## 1283 ACCGTAATCTGAGGGA           JUN  0.3534524438     1
## 1284 GTTAAGCCAGTTCATG           JUN  0.8841225040     0
## 1285 CTGCCTATCAATCTCT           JUN -1.6302526214     0
## 1286 GACGGCTTCTCCAACC           JUN -0.2323088620     0
## 1287 TTTCCTCCAGTTCCCT           JUN -0.3404236435     0
## 1288 GCGCCAAAGCCCTAAT           JUN -0.4531244099     0
## 1289 CCACCTATCCCGACTT           JUN  0.9215520391     1
## 1290 TTTATGCCAGGGCATA           JUN  0.5705272614     1
## 1291 TACAGTGTCGCGGATC           JUN -0.2579314985     0
## 1292 AGCTCTCCACCACGTG           JUN  1.0019263703     0
## 1293 GTGGGTCCATTGAGCT           JUN -0.3860204410     1
## 1294 GGGATGACAGACTCGC           JUN  1.3716152699     0
## 1295 ACACCAAGTTCGGGCT           JUN -1.7531780897     1
## 1296 TGATTTCAGCTATGCT           JUN -1.6331632159     1
## 1297 TGGCCAGAGAGGGCTT           JUN  1.0508572070     2
## 1298 TCGGTAAGTAAAGTCA           JUN  0.2224514456     2
## 1299 TGAAAGAGTCCCTTGT           JUN  0.3498319019     1
## 1300 CCGTGGATCGTTTATC           JUN -0.0920886161     1
## 1301 GAACCTATCCTCAACC           JUN -1.7000281165     0
## 1302 GCGCAGTCATCCAACA           JUN -0.2856158838     1
## 1303 ACATGGTTCGCGCCAA           JUN -1.6108298388     1
## 1304 CTTGGCTGTACGCACC           JUN  0.0309761558     0
## 1305 AGATTGCAGGCCCGTT           JUN  0.9971565345     0
## 1306 AGGCCGTGTTACGGAG           JUN -1.8233901937     1
## 1307 GGTGTTAGTTAAGATG           JUN  1.4361629587     0
## 1308 GGAATAATCCTGTAGA           JUN -0.2169358269     1
## 1309 TATTACCGTATTAGCC           JUN -0.2570480865     1
## 1310 ATAACGCGTTAGTGGG           JUN  0.2888260941     0
## 1311 AAACGGGGTTATCCGA           JUN -1.6268820300     1
## 1312 TGTGGTATCGTTTAGG           JUN -1.5440643033     1
## 1313 ATCACGAGTATGAATG           JUN -0.2714924588     0
## 1314 CAGCAGCTCACCTCGT           JUN  1.7301841479     0
## 1315 CCAATCCGTATTACCG           JUN  0.9728655453     1
## 1316 TTCTACATCACATAGC           JUN  0.7632191471     2
## 1317 TGTCCCATCGTATCAG           JUN -1.7423385139     2
## 1318 AGCTCTCAGTGTTTGC           JUN  0.7546117052     0
## 1319 CAACCTCAGTAACCCT           JUN -0.3389446637     2
## 1320 GTGGGTCAGGTAAACT           JUN -0.4449591523     0
## 1321 TAAGTGCCACGTCAGC           JUN  0.2068085245     1
## 1322 GACCTGGCAGCCACCA           JUN  0.8217041457     0
## 1323 ACAGCCGCAGGATCGA           JUN -0.3213484333     0
## 1324 AACTCCCCAGCTCGCA           JUN  0.2037207890     0
## 1325 GGAAAGCGTCTCTCGT           JUN  0.0664588673     0
## 1326 CGCTTCAAGCAGGTCA           JUN -0.2210102334     1
## 1327 GATCGCGAGAAGGGTA           JUN -1.6204402286     1
## 1328 AAGCCGCCAGGATTGG           JUN -0.2680316262     1
## 1329 ATTGGACGTCGTGGCT           JUN  0.8301727981     0
## 1330 CCCATACCACTAAGTC           JUN -0.1184513006     2
## 1331 TCTCTAATCCCATTTA           JUN -1.5082438307     1
## 1332 TCGTAGAGTGGTACAG           JUN -0.3479229449     1
## 1333 AAACGGGAGAGACGAA           JUN  0.6928569062     0
## 1334 GACTACATCACCACCT           JUN  0.3845988206     2
## 1335 GAAACTCAGTTGAGTA           JUN -1.5821641812     0
## 1336 CCCTCCTTCCTCCTAG           JUN -1.6354735846     1
## 1337 GCGACCATCACGGTTA           JUN  1.2134501416     2
## 1338 TCTCTAAAGAGTCGGT           JUN  0.4895131378     1
## 1339 GGCTCGATCTCACATT           JUN  0.6561897048     0
## 1340 CTGATAGAGGCAGGTT           JUN -1.7782082623     1
## 1341 CATGCCTAGGAGTTTA           JUN -1.7688643324     1
## 1342 TGGCTGGTCAGCCTAA           JUN  0.7348370457     0
## 1343 TCAGATGTCGTTACAG           JUN -1.6249065609     0
## 1344 CAGCTGGGTTATGTGC           JUN  0.3199111328     0
## 1345 GGAACTTAGTCGTACT           JUN  0.3581557424     0
## 1346 CCGGGATCACCGGAAA           JUN  1.1803296951     1
## 1347 CCTTCGATCAAAGACA           JUN  1.1222976443     0
## 1348 CGAGAAGGTATCGCAT           JUN -0.2316212973     0
## 1349 CCTAAAGAGACTGGGT           JUN  0.8393726442     0
## 1350 CAGATCACATTGGCGC           JUN -0.2315030512     1
## 1351 CTAGCCTAGCTGGAAC           JUN -1.8204105742     1
## 1352 ATTGGTGTCTCGTATT           JUN -1.5240036438     2
## 1353 GGGAATGTCAAAGTAG           JUN  0.2693316020     1
## 1354 CCATGTCCACGGCCAT           JUN  0.6669544167     0
## 1355 GGCAATTCATATGGTC           JUN  0.7906892617     0
## 1356 CTGTGCTCATGTCCTC           JUN -0.3666786402     0
## 1357 TTAACTCCAACGCACC           JUN  0.7530094633     0
## 1358 CGAACATAGCGGCTTC           JUN -0.2552912752     0
## 1359 TCGCGTTAGGCACATG           JUN -1.5917255797     1
## 1360 GGGTTGCCAAACTGCT           JUN  0.7802176037     0
## 1361 ATAAGAGCAGGTGCCT           JUN -0.3069915166     1
## 1362 CGGACACGTATTCGTG           JUN -1.4654136881     2
## 1363 CTGATAGTCACGACTA           JUN  0.5427781462     0
## 1364 GAACATCGTGAGTATA           JUN  1.6217677784     2
## 1365 TGCTACCAGTGGTCCC           JUN  0.9193422166     0
## 1366 GCTGGGTAGTCTTGCA           JUN  0.9841190123     0
## 1367 TACGGATGTCTAACGT           JUN -0.1128302806     2
## 1368 TGGGCGTCAATGGATA           JUN  0.9966851785     1
## 1369 CTGCTGTCATTTGCTT           JUN  0.4095854629     2
## 1370 GGGCATCAGCAGCCTC           JUN -0.4088564831     1
## 1371 CGTGAGCAGACTAGAT           JUN  1.0209623943     0
## 1372 CAGCGACCACACCGAC           JUN -0.1145383011     2
## 1373 CCCAATCCAGTTAACC           JUN -1.5829369526     2
## 1374 CAGCGACTCAGCGACC           JUN  0.3548931988     0
## 1375 GAGCAGAAGCTATGCT           JUN -0.1830596241     2
## 1376 CTCTGGTTCACTTCAT           JUN -0.0004703542     0
## 1377 CGCGTTTCAGCTGTGC           JUN -0.2860806037     1
## 1378 GGACGTCCACCTCGGA           JUN -1.6994694395     0
## 1379 TAGTTGGAGAGTTGGC           JUN  0.7002650526     0
## 1380 ATTGGTGTCGGAATCT           JUN  0.8632081323     0
## 1381 GAATGAACACGGCCAT           JUN -1.6221012679     2
## 1382 GTGCATACAAGGTGTG           JUN  1.0007843241     0
## 1383 GGAATAAGTCGGCACT           JUN -0.0842575175     0
## 1384 ACCCACTTCCAAAGTC           JUN  1.3825616682     0
## 1385 ACTATCTCAATTCCTT           JUN -1.5773157943     1
## 1386 AGCATACAGTGGGATC           JUN -1.5655358526     0
## 1387 CTGAAGTGTTTCGCTC           JUN  0.1605713428     1
## 1388 TTCTCAATCAACACAC           JUN  0.8579821350     0
## 1389 CGGAGCTAGAGACGAA           JUN -1.5458378068     0
## 1390 CTGGTCTAGTTTGCGT           JUN  0.7774137785     0
## 1391 AACGTTGAGAGTCGGT           JUN -0.3311844660     2
## 1392 AGGGATGTCTCCAACC           JUN  0.4135646593     1
## 1393 AACCATGAGGTGACCA           JUN -0.2859995586     0
## 1394 ATCTACTTCACATACG           JUN  0.8610154042     0
## 1395 CCTAAAGAGTCTCAAC           JUN  1.5094757124     0
## 1396 ACACCCTAGAGTTGGC           JUN -0.3256432911     2
## 1397 CCGTTCACAGCTGTTA           JUN  1.5573147986     0
## 1398 ATCTACTCAGCAGTTT           JUN  0.9223286929     0
## 1399 AGAGCGAGTCCGTTAA           JUN -1.6280450714     0
## 1400 TCATTACTCCAGAGGA           JUN  0.9453237905     0
## 1401 GTCTCGTCATTAGGCT           JUN -0.2917623936     0
## 1402 TGGGCGTAGGCAGTCA           JUN -0.3768853486     0
## 1403 GTGAAGGCAGACAAAT           JUN -0.1144978845     2
## 1404 GGAAAGCTCACTTATC           JUN  0.7533434357     1
## 1405 CTACATTGTACCCAAT           JUN -1.7645884770     0
## 1406 TTAGGCAGTCAAACTC           JUN -1.4497226795     0
## 1407 TACCTATGTAACGTTC           JUN  0.7302053651     2
## 1408 TGAGCCGGTATTCGTG           JUN -1.5729332904     1
## 1409 GGGATGATCCAGAGGA           JUN  0.8552963092     0
## 1410 TTTCCTCCATCGATTG           JUN -0.3104241510     1
## 1411 AGGGAGTTCCTATTCA           JUN  1.1514804551     0
## 1412 GGTATTGAGAGCCTAG           JUN -0.1751079954     1
## 1413 AACTCTTCACGGCTAC           JUN  2.1504128102     0
## 1414 GACTACATCGTTTAGG           JUN  1.0709901246     0
## 1415 GGGCACTAGTGAAGTT           JUN  1.7787961422     0
## 1416 TTTATGCCAAAGCAAT           JUN -0.4053756446     0
## 1417 CTAGAGTGTGCAACTT           JUN  1.1252400042     2
## 1418 ACCCACTCAGCGAACA           JUN -0.0711692588     0
## 1419 TACGGTACACATCTTT           JUN -1.4974366927     0
## 1420 GCGCGATTCCGAGCCA           JUN  0.6147116906     2
## 1421 CCACGGAAGTTTAGGA           JUN -0.2577240220     2
## 1422 CGTCTACGTCACTGGC           JUN -0.2230922014     1
## 1423 CTGGTCTTCACGGTTA           JUN  0.6698573625     0
## 1424 GTCAAGTGTTCATGGT           JUN  1.7139719148     0
## 1425 TACCTATTCTCTGAGA           JUN -0.0778892150     0
## 1426 CACAAACAGGGAGTAA           JUN -0.2740304887     0
## 1427 CGAATGTCAAGCCCAC           JUN -0.1740607912     2
## 1428 AAACCTGGTAGCCTAT           JUN -1.5687852581     1
## 1429 CTACCCAGTATTAGCC           JUN -1.7460486725     0
## 1430 AGGCCACTCATTCACT           JUN -0.1914998937     1
## 1431 GTTCGGGGTACAGTGG           JUN  1.0474172339     0
## 1432 ACGAGGACAACTTGAC           JUN -1.6583326780     1
## 1433 TAGCCGGGTATATGGA           JUN  0.9156780846     2
## 1434 GGATTACGTCTCTCTG           JUN  1.3861559580     2
## 1435 GGCCGATCATCGATGT           JUN -0.2323882736     1
## 1436 ACATGGTTCGTTGCCT           JUN  0.9581593655     0
## 1437 GGGCATCTCTCCAACC           JUN -1.5725110756     0
## 1438 AACTCAGTCTTGTATC           JUN  1.0018925978     0
## 1439 GGGTCTGTCCTAGAAC           JUN -0.2158998882     0
## 1440 ATTATCCGTGTGCCTG           JUN  0.4210061674     1
## 1441 CCCAATCAGGCTAGCA           JUN -0.2852608171     1
## 1442 CAGCAGCTCAGATAAG           JUN  1.9093886752     0
## 1443 CTTAACTCACCGAAAG           JUN  1.5273568889     0
## 1444 TGGGCGTAGTTGAGAT           JUN  1.2009996403     0
## 1445 AAGCCGCAGGGTATCG           JUN  0.3219097500     1
## 1446 TGCGGGTGTTTACTCT           JUN  0.9834152167     0
## 1447 TCACGAATCCCTCTTT           JUN -0.2872411244     2
## 1448 TCAGATGCATTCACTT           JUN  0.1030527281     0
## 1449 GCGACCAAGATGCCTT           JUN  1.1897762137     2
## 1450 CGTTAGACACAACGTT           JUN  0.5270980497     1
## 1451 GACACGCGTACAAGTA           JUN  0.3611852931     1
## 1452 CACACCTGTCGCGAAA           JUN  0.2790399794     2
## 1453 CTTGGCTCAGCCTATA           JUN -1.6877062204     0
## 1454 CGAGCACTCTGCTGCT           JUN -1.6266270515     2
## 1455 ACTATCTCATGCAACT           JUN  1.0514509171     2
## 1456 GATGAGGTCCGCATAA           JUN  0.8458120697     0
## 1457 AAGGCAGCATGCGCAC           JUN -1.5860715001     0
## 1458 TACTTGTTCTCGTATT           JUN -1.6778108202     2
## 1459 ATTCTACCAGGCTGAA           JUN -0.1477901846     2
## 1460 CGGTTAAAGTTACCCA           JUN  0.3416535991     1
## 1461 AGCGTCGAGATGTCGG           JUN -1.8922260133     2
## 1462 CGACTTCCACGAAACG           JUN  1.4219676879     0
## 1463 AGTGTCAAGTGAAGAG           JUN  0.7139411796     0
## 1464 AAGGCAGCAAGTTCTG           JUN  0.7081984303     1
## 1465 TCGCGTTTCTCGCATC           JUN  0.3176620588     0
## 1466 TTAGGACGTGAGTGAC           JUN -1.6183671390     2
## 1467 ACAGCTACATCATCCC           JUN  1.0812310296     0
## 1468 GACTGCGCAAAGAATC           JUN  0.7722894893     0
## 1469 ACATACGGTTTGACTG           JUN  0.7781327134     1
## 1470 ATCCGAATCTTGCATT           JUN -1.6293650416     2
## 1471 CGTCTACCACATTCGA           JUN  1.0167114162     0
## 1472 ATAAGAGGTCAAGCGA           JUN -0.1914257384     1
## 1473 ACGGGTCCAATCACAC           JUN -0.0617982330     0
## 1474 TAAGCGTCAATTGCTG           JUN  1.5199412724     0
## 1475 ACACCAAAGAGCCTAG           JUN -1.6859760919     0
## 1476 TATGCCCCATCACGTA           JUN -0.2104195481     1
## 1477 CATGGCGCATAACCTG           JUN  0.8166970796     0
## 1478 TACGGTAAGTTTCCTT           JUN -0.0698435660     2
## 1479 GGAGCAAGTAATCACC           JUN -0.1897358547     0
## 1480 GGGCATCCACATCCGG           JUN  0.8486452017     0
## 1481 AGTGAGGGTTGCTCCT           JUN -1.5240814561     2
## 1482 GAAATGAAGTGGGCTA           JUN  1.2959753362     2
## 1483 GATCGTACAATAGCAA           JUN  0.2908996535     0
## 1484 GTAGTCAGTTTAGCTG           JUN -1.7218972708     1
## 1485 TCACAAGGTGACGCCT           JUN  0.0016559862     2
## 1486 GTCATTTTCCGCATCT        FCER1A  0.2466034891     0
## 1487 ATAAGAGAGGAGTTGC        FCER1A  0.2907872248     1
## 1488 CATTATCCATGGTCTA        FCER1A -0.1540853642     0
## 1489 CTTAGGAGTGGCGAAT        FCER1A  0.0304311068     0
## 1490 CATCAGAAGCACCGCT        FCER1A  0.2029637529     2
## 1491 GCGGGTTAGTAGCCGA        FCER1A -0.0704416903     2
## 1492 CAGAGAGAGCGCCTTG        FCER1A  0.0823747129     0
## 1493 CTGAAGTCAGACACTT        FCER1A -0.3085020648     0
## 1494 GGACGTCCAGGTGCCT        FCER1A  2.5000000000     1
## 1495 AAAGCAAGTGGTGTAG        FCER1A -0.2818494213     2
## 1496 TCTCATACAGGGCATA        FCER1A -0.1678050592     0
## 1497 AACTCAGGTACTCGCG        FCER1A -0.0295698706     2
## 1498 CACATTTGTGAGTATA        FCER1A -0.3210408538     0
## 1499 ACTTTCAAGGTGTTAA        FCER1A  0.9148991401     0
## 1500 TGCCCATCAGACGCAA        FCER1A -0.3774949307     2
## 1501 CTAAGACCAATGCCAT        FCER1A -0.2241195035     0
## 1502 CGGAGCTCATTTGCTT        FCER1A -0.4274480644     0
## 1503 GAGCAGATCGACGGAA        FCER1A  0.9503220611     0
## 1504 TAAACCGAGATCGATA        FCER1A -0.3220987878     0
## 1505 GTCTCGTGTACATCCA        FCER1A -0.1134807205     0
## 1506 GTATCTTAGACCCACC        FCER1A  1.6010537342     1
## 1507 GAGCAGAAGAGCCTAG        FCER1A -0.3354488845     1
## 1508 GTGCAGCTCACATAGC        FCER1A -0.3625943833     0
## 1509 CCTATTAGTAAACCTC        FCER1A -0.3787655361     0
## 1510 AGAGTGGAGTTTAGGA        FCER1A -0.3623139281     0
## 1511 TACGGGCAGGTGATTA        FCER1A -0.1445152349     2
## 1512 ACTATCTCAATCTACG        FCER1A -0.3658505474     0
## 1513 CGAGCCATCAGGCAAG        FCER1A -0.2370661717     0
## 1514 CGAATGTCAATTGCTG        FCER1A  0.6862511795     0
## 1515 TACGGTATCGTTACGA        FCER1A -0.3402890231     0
## 1516 CTGTGCTCAAGGTGTG        FCER1A -0.2625703253     2
## 1517 CCATGTCGTAACGACG        FCER1A  1.4569126050     0
## 1518 TGCTGCTAGACACTAA        FCER1A -0.3156065280     0
## 1519 ACGGGTCTCGCTTAGA        FCER1A -0.2316534392     2
## 1520 ACGAGGAAGGCTAGCA        FCER1A -0.2137722749     0
## 1521 GCACTCTGTCGGCACT        FCER1A  1.2587680023     2
## 1522 ATCATGGGTTTAAGCC        FCER1A -0.4723271231     0
## 1523 GCATGTAGTAAAGGAG        FCER1A -0.0357178396     2
## 1524 CAACTAGAGTGGGCTA        FCER1A -0.2564295425     0
## 1525 AACACGTCAATCAGAA        FCER1A  2.4241070943     1
## 1526 AAAGTAGGTGTCTGAT        FCER1A -0.5110011614     1
## 1527 CTCATTATCGCTGATA        FCER1A -0.7146885926     2
## 1528 TACTCGCCAACGCACC        FCER1A -0.5506404699     2
## 1529 GGACATTGTCCTGCTT        FCER1A  1.6926845112     1
## 1530 ACTGAACAGAGCTGGT        FCER1A -0.3648256362     0
## 1531 CTCGGGAAGTGCAAGC        FCER1A -0.3137464014     0
## 1532 AGCTCCTAGCATGGCA        FCER1A -0.3214848637     0
## 1533 TATTACCGTCGACTGC        FCER1A -0.4921612982     0
## 1534 GAACGGACATTTCACT        FCER1A -0.5136437709     2
## 1535 CACAAACTCCCGGATG        FCER1A -0.5498749913     0
## 1536 GCTCCTAAGGGAGTAA        FCER1A -0.5501840171     2
## 1537 GACTAACCATCACGTA        FCER1A  2.5000000000     1
## 1538 TACTCGCTCTTAACCT        FCER1A -0.5203726774     2
## 1539 AGGCCGTCAGGAACGT        FCER1A -0.6307755742     1
## 1540 CCACTACAGTGCTGCC        FCER1A -0.1123858473     0
## 1541 ATCCACCCAAGCCGTC        FCER1A -0.6217935897     2
## 1542 GAGTCCGAGACTGTAA        FCER1A -0.4003882233     2
## 1543 AAGCCGCCAGAAGCAC        FCER1A -0.4649747984     0
## 1544 GACACGCCAGATTGCT        FCER1A  1.0294950775     0
## 1545 CGACTTCAGGCTACGA        FCER1A -0.5629490188     0
## 1546 GGGTTGCCAGTAAGCG        FCER1A -0.3647073531     2
## 1547 AGTGAGGGTCAGAATA        FCER1A -0.4111597890     0
## 1548 GATCTAGCAGCCACCA        FCER1A -0.6140851707     1
## 1549 ACGAGGACAAGACGTG        FCER1A -0.3000303833     0
## 1550 CATATGGCAAGCCGCT        FCER1A -0.2400518212     0
## 1551 TTATGCTCAGACGCTC        FCER1A -0.6462900026     0
## 1552 AGTGTCAAGTCGCCGT        FCER1A -0.5130218670     0
## 1553 AAGGCAGGTCTGCCAG        FCER1A -0.4590509343     2
## 1554 TCAGGATAGCCCGAAA        FCER1A -0.3683376331     2
## 1555 CCACTACCACTAGTAC        FCER1A -0.5947025843     1
## 1556 AGCAGCCTCGCCAAAT        FCER1A -0.4330313475     0
## 1557 CTGCCTATCCATGCTC        FCER1A -0.3669806202     0
## 1558 GCTGCAGCATAGTAAG        FCER1A -0.5453156217     0
## 1559 GCGCAGTTCAGTTCGA        FCER1A  0.9155298675     1
## 1560 GGGCATCGTAGCGCTC        FCER1A  0.8432946689     2
## 1561 CTAATGGGTTACGTCA        FCER1A -0.5883368644     0
## 1562 ATTCTACGTTATCGGT        FCER1A -0.7314804884     0
## 1563 GAAATGATCAGCTGGC        FCER1A -0.4116079164     0
## 1564 TGCTACCTCGTCCAGG        FCER1A -0.4209418186     0
## 1565 ACATGGTCACTTACGA        FCER1A -0.6075040788     0
## 1566 ACTTTCAAGCGTTGCC        FCER1A -0.5454978350     0
## 1567 CCTACACGTAAACCTC        FCER1A -0.5075460847     0
## 1568 ATTGGTGAGATCCCAT        FCER1A -0.2628297526     0
## 1569 CCGGGATCACAGACAG        FCER1A -0.4738429285     1
## 1570 CAGTAACTCTCTTGAT        FCER1A -0.5958513293     0
## 1571 ATCTACTCAATAGCGG        FCER1A -0.5386613858     0
## 1572 ACCCACTGTTAAGAAC        FCER1A -0.5965452924     1
## 1573 ACATACGTCTGCTTGC        FCER1A -0.4398827944     0
## 1574 CGTCTACGTTGAACTC        FCER1A -0.2003124273     0
## 1575 ATTATCCCAGCAGTTT        FCER1A -0.3650919270     0
## 1576 GAAACTCTCGTTACGA        FCER1A -0.3861377632     0
## 1577 GATGAAACATCATCCC        FCER1A -0.5157116460     2
## 1578 CACAGTATCTGTCCGT        FCER1A -0.2351403904     0
## 1579 TGAAAGAAGGAGCGAG        FCER1A -0.4665625148     0
## 1580 CCGGTAGAGACCGGAT        FCER1A -0.4954359693     2
## 1581 TGCGGGTTCTAACCGA        FCER1A  2.1855766146     1
## 1582 GGCGACTTCGCGCCAA        FCER1A -0.4235403247     0
## 1583 GGGATGAAGTCGCCGT        FCER1A -0.5168347652     0
## 1584 GATTCAGGTACAGACG        FCER1A -0.4650765047     0
## 1585 TAGACCACAAGAAGAG        FCER1A -0.4086110336     0
## 1586 AATCCAGGTCAGAGGT        FCER1A  2.2018471358     1
## 1587 TGAGCCGCAATGGACG        FCER1A -0.2625446562     0
## 1588 CACATAGGTACTCTCC        FCER1A -0.2921149940     0
## 1589 CATGGCGAGCAATATG        FCER1A  1.4621178313     1
## 1590 CAGTAACGTTATTCTC        FCER1A -0.3966173515     1
## 1591 GCGAGAAGTTCCGTCT        FCER1A -0.4406476760     0
## 1592 TTTACTGGTCCCTTGT        FCER1A -0.3431461976     1
## 1593 ATCATGGCACGAAATA        FCER1A -0.4003165797     0
## 1594 CGCCAAGAGGCAGTCA        FCER1A -0.6292142461     0
## 1595 CGTCCATGTCCAGTAT        FCER1A -0.4804800335     0
## 1596 TGGCGCATCCATTCTA        FCER1A -0.3514573008     0
## 1597 CCCATACGTAGCTTGT        FCER1A -0.2611788401     0
## 1598 GCATGCGGTGCTGTAT        FCER1A -0.3740746722     0
## 1599 TTCTTAGCATGCTAGT        FCER1A -0.2786221023     0
## 1600 TGCGCAGAGTGGACGT        FCER1A -0.7016874078     1
## 1601 ATTATCCGTTGCTCCT        FCER1A -0.5672239641     0
## 1602 AGAATAGAGACTAGGC        FCER1A -0.5263174901     2
## 1603 CCTACACAGCTGCAAG        FCER1A -0.5328421861     1
## 1604 GACAGAGAGTGCTGCC        FCER1A -0.5169313421     2
## 1605 GTTCGGGTCCCAAGAT        FCER1A -0.2591454576     2
## 1606 AGTAGTCGTAAGCACG        FCER1A -0.3808285746     2
## 1607 CTCACACGTACCTACA        FCER1A -0.6818327602     0
## 1608 GCAGTTAAGTGGGTTG        FCER1A  1.1624150695     0
## 1609 GTCAAGTCAGCTCGAC        FCER1A -0.2410483177     2
## 1610 GCTGCGATCCCTAACC        FCER1A  0.5846296679     1
## 1611 GATCGTATCCCTAACC        FCER1A -0.5040959401     0
## 1612 TGAGAGGTCCGTAGTA        FCER1A -0.6027004698     0
## 1613 CTCGTCAGTGCACTTA        FCER1A -0.4102698467     0
## 1614 AGCATACAGCAAATCA        FCER1A -0.5053829587     0
## 1615 TCGGGACGTGTCAATC        FCER1A -0.5077240960     0
## 1616 ATGCGATGTAAACACA        FCER1A -0.3821211272     0
## 1617 CATGACACACAACGTT        FCER1A -0.1412037364     0
## 1618 GCTTGAAGTGCTAGCC        FCER1A -0.0950983916     0
## 1619 TTTGGTTTCTCTTATG        FCER1A -0.4219652728     0
## 1620 ACACCCTGTGAAATCA        FCER1A -0.1877403499     2
## 1621 ATCATGGTCCCTCAGT        FCER1A -0.3719827657     0
## 1622 CCTCTGACAATCAGAA        FCER1A -0.6320684880     0
## 1623 ACATACGAGACACTAA        FCER1A -0.9162855762     2
## 1624 TCACAAGTCCGTAGGC        FCER1A -0.7172482908     1
## 1625 GCAGTTAGTCCAGTGC        FCER1A  2.5000000000     1
## 1626 AGTGAGGGTTACAGAA        FCER1A -0.5260541414     2
## 1627 CACACAAGTAATCACC        FCER1A -0.5577787680     0
## 1628 GATCGCGAGGCTAGAC        FCER1A -0.3206693849     0
## 1629 CTCGTACTCCTTTCGG        FCER1A -0.2148085965     0
## 1630 ATCCACCTCGGCGGTT        FCER1A -0.4703205224     2
## 1631 GAAGCAGAGCTAGTTC        FCER1A -0.6246027354     1
## 1632 CAGTCCTAGTGTCTCA        FCER1A -0.3548141170     2
## 1633 CGCTTCACAATGGATA        FCER1A -0.3365507039     0
## 1634 TCCCGATTCATATCGG        FCER1A -0.4559788262     0
## 1635 TGTGGTACATATACCG        FCER1A -0.3638239155     0
## 1636 TACCTTACACTACAGT        FCER1A  0.7124247996     1
## 1637 GTAGGCCGTCCGTCAG        FCER1A -0.5000361518     0
## 1638 CAGAATCCAATCAGAA        FCER1A -0.4004425027     0
## 1639 GGATTACTCTGTGCAA        FCER1A -0.5244696193     2
## 1640 GTCGTAAGTTTGTTTC        FCER1A -0.3273532036     2
## 1641 GATCGTAAGCCAGTAG        FCER1A -0.5320253237     0
## 1642 GACTACAGTTAAAGAC        FCER1A -0.6075385823     0
## 1643 CATGACACAACACCTA        FCER1A -0.7282507507     2
## 1644 CACCAGGTCACGCGGT        FCER1A -0.3761888674     0
## 1645 GTCTTCGTCTGAGTGT        FCER1A -0.2483883064     2
## 1646 CCTTCGAAGTGGGATC        FCER1A -0.6384291669     0
## 1647 GTGCGGTGTCCTGCTT        FCER1A -0.5655507343     0
## 1648 GTCACAACATGCCTTC        FCER1A  1.3440051424     1
## 1649 CAGAGAGTCAGTCAGT        FCER1A -0.5621685899     0
## 1650 GTGCGGTGTACTCTCC        FCER1A -0.4558937937     0
## 1651 CAGCTAATCAAGATCC        FCER1A  0.7587449907     1
## 1652 CAAGATCGTTGGGACA        FCER1A -0.6292142461     0
## 1653 TTTATGCCATCACAAC        FCER1A -0.5417126415     2
## 1654 CGGTTAATCCCAAGTA        FCER1A  0.7309312381     1
## 1655 TAGCCGGTCCGTAGTA        FCER1A  2.0289964101     1
## 1656 ACGAGCCGTGTTTGTG        FCER1A -0.3078518973     2
## 1657 AGCATACCAAACCCAT        FCER1A  0.9800979215     0
## 1658 GAAATGATCAACACTG        FCER1A -0.5684701955     0
## 1659 TATCTCACATAACCTG        FCER1A -0.3987540196     2
## 1660 CCGTACTCACTTCTGC        FCER1A  2.5000000000     1
## 1661 CTAGAGTTCAGAGGTG        FCER1A -0.4179397868     0
## 1662 CTGATAGCATACAGCT        FCER1A -0.4814750444     0
## 1663 TCGAGGCCACGGTAGA        FCER1A  2.5000000000     1
## 1664 GATCAGTTCACTTATC        FCER1A -0.3045938322     0
## 1665 GTTTCTAAGCCCTAAT        FCER1A -0.3822067351     0
## 1666 CAGCTGGAGGAATTAC        FCER1A  2.4331381090     1
## 1667 AGAGTGGTCGATCCCT        FCER1A -0.7249264777     0
## 1668 CATGGCGCAACTGCTA        FCER1A -0.3809331421     0
## 1669 CTGGTCTGTATATGGA        FCER1A  2.1597877168     1
## 1670 CGTCACTCACAGGAGT        FCER1A -0.4604209824     0
## 1671 AACTGGTTCAACCAAC        FCER1A  2.4991056467     1
## 1672 CCATTCGCAGGGAGAG        FCER1A -0.3960455962     0
## 1673 CATCAGATCTTCAACT        FCER1A -0.5207944344     0
## 1674 GAATGAATCAGGCAAG        FCER1A -0.3194023395     0
## 1675 TGTCCCATCGAATGCT        FCER1A -0.6757025317     0
## 1676 AGTGGGACAGCCAATT        FCER1A -0.6387421146     0
## 1677 AGAGCTTTCACATGCA        FCER1A -0.4870593459     0
## 1678 TGCGGGTTCTGCAGTA        FCER1A  0.7406638548     0
## 1679 GTCGTAAGTCGGCACT        FCER1A  0.0138733987     0
## 1680 CTCGAGGTCGGAGCAA        FCER1A -0.4997152775     0
## 1681 CTACACCAGATGAGAG        FCER1A  0.8122863028     1
## 1682 ACGGCCATCTTACCTA        FCER1A -0.5383411653     0
## 1683 CCCAGTTCACACCGAC        FCER1A  1.8980285428     1
## 1684 TCGGGACTCGGATGGA        FCER1A  1.4920017673     1
## 1685 CATCGGGTCCCGACTT        FCER1A -0.5917314935     0
## 1686 CTTAACTGTAAGGATT        FCER1A -0.6937417796     2
## 1687 AACCATGAGCGTAATA        FCER1A -0.6226513957     2
## 1688 TCAGATGGTCTTCTCG        FCER1A -0.5448076197     0
## 1689 CTCACACTCCCAACGG        FCER1A  0.7951863424     0
## 1690 CCATGTCAGGATGGAA        FCER1A -0.3698389873     0
## 1691 GGGTCTGGTACTTGAC        FCER1A -0.5771574292     0
## 1692 GGAACTTCACAGTCGC        FCER1A -0.6157932894     0
## 1693 GACCTGGCACATCCAA        FCER1A -0.3943913053     2
## 1694 CAGTCCTCAAGACACG        FCER1A  1.4264997376     1
## 1695 AGATCTGCATATGGTC        FCER1A -0.3672938414     0
## 1696 CATCAGAGTATTCTCT        FCER1A  1.3188531590     0
## 1697 TGCACCTTCGATAGAA        FCER1A -0.5202588593     0
## 1698 CCTACACTCCCAAGTA        FCER1A -0.5249732833     0
## 1699 ACTTTCATCGTAGATC        FCER1A  1.5020233904     1
## 1700 TTGCGTCCACCATGTA        FCER1A -0.6254392286     0
## 1701 AAATGCCAGGTGCTAG        FCER1A -0.2947176695     0
## 1702 ATGCGATGTCCATCCT        FCER1A  1.4110184874     1
## 1703 CCAGCGAAGCCACTAT        FCER1A -0.5815681669     0
## 1704 TACTTGTAGTGTACTC        FCER1A -0.6965192652     2
## 1705 AGGGATGTCTCGCTTG        FCER1A  2.2993058662     1
## 1706 TGTCCCAGTATTAGCC        FCER1A -0.7249868392     0
## 1707 TGCTACCTCGCACTCT        FCER1A  2.5000000000     1
## 1708 GTAACGTCAGTATAAG        FCER1A  2.5000000000     1
## 1709 GCGCAACGTTCGTTGA        FCER1A  2.5000000000     1
## 1710 GCGAGAACATGAGCGA        FCER1A  2.0189104646     1
## 1711 TGCCCTAGTGCACCAC        FCER1A  2.0359213655     1
## 1712 CTAGAGTGTAAACACA        FCER1A -0.4112361132     0
## 1713 AGTAGTCCACCGGAAA        FCER1A -0.4769341379     0
## 1714 CATATTCTCAGCGATT        FCER1A  0.5555190022     2
## 1715 GAATGAAGTAACGACG        FCER1A -0.3546713901     0
## 1716 GATCAGTAGTACTTGC        FCER1A -0.5276607715     0
## 1717 CAAGAAACAGGATTGG        FCER1A  2.5000000000     1
## 1718 CCTATTATCAACACTG        FCER1A -0.5187420376     0
## 1719 CAGCAGCTCTGCGGCA        FCER1A -0.4621577730     0
## 1720 ATAAGAGAGCTGCGAA        FCER1A -0.6471068786     1
## 1721 AGATCTGCACCTATCC        FCER1A -0.7016638654     0
## 1722 GACACGCGTAGAGCTG        FCER1A -0.5443149937     0
## 1723 TACACGAAGCTAGGCA        FCER1A -0.6358697684     0
## 1724 AACACGTTCCGAAGAG        FCER1A -0.5027116856     0
## 1725 TTAACTCGTGTAATGA        FCER1A  0.7764297137     1
## 1726 TGGCGCAGTTCAGACT        FCER1A -0.3935313701     2
## 1727 CATCAGAGTCTAGTCA        FCER1A -0.7171663909     1
## 1728 CTAGAGTAGCATGGCA        FCER1A -0.8874486309     2
## 1729 TACGGTAAGCGTGAAC        FCER1A -0.3287492204     2
## 1730 TGACTTTTCGGATGTT        FCER1A -0.7151437563     1
## 1731 CTCACACTCCTACAGA        FCER1A -0.5602244978     1
## 1732 CCGTACTCACTGAAGG        FCER1A -0.2703452761     0
## 1733 ATAACGCGTGGAAAGA        FCER1A -0.5301713969     0
## 1734 GCTTGAAAGCTAGGCA        FCER1A  2.1739423901     1
## 1735 AAGTCTGGTGTTGGGA        FCER1A -0.6740153156     2
## 1736 CGATCGGGTACAGCAG        FCER1A -0.6107671431     1
## 1737 AGTAGTCTCGATGAGG        FCER1A -0.4699426375     2
## 1738 CGACCTTCAGACGCTC        FCER1A  2.5000000000     1
## 1739 GCATACACATGCAACT        FCER1A -0.5583470877     0
## 1740 TCCCGATTCGCAGGCT        FCER1A -0.2645455335     2
## 1741 TTAGGCAAGATCGATA        FCER1A  2.5000000000     1
## 1742 TCGTACCAGGCAAAGA        FCER1A -0.6309160290     0
## 1743 GGATGTTGTATAGGGC        FCER1A -0.7604300518     2
## 1744 AATCCAGCAGAGTGTG        FCER1A -0.4598166990     0
## 1745 CATGCCTCACGGCCAT        FCER1A  2.5000000000     1
## 1746 CTCGAAACACATGACT        FCER1A -0.7965328259     2
## 1747 CTGCCTAGTTGCGTTA        FCER1A -0.6581668267     0
## 1748 GGCGACTAGACAGAGA        FCER1A  1.5840327394     1
## 1749 TACAGTGGTGTAATGA        FCER1A  2.0634649123     1
## 1750 ACGAGCCTCTTATCTG        FCER1A -0.3098547569     2
## 1751 GGGAATGCAAATACAG        FCER1A  0.8654662283     1
## 1752 TGCACCTGTACCGAGA        FCER1A -0.7533122539     0
## 1753 ATCATCTTCAGTCAGT        FCER1A -0.6613247795     0
## 1754 CATATTCGTACAGTTC        FCER1A -0.7898357065     0
## 1755 GCATGATGTTCCACTC        FCER1A -0.7088893976     0
## 1756 AAGGCAGTCACGACTA        FCER1A -0.3802403685     0
## 1757 GAAACTCTCTATCCCG        FCER1A -0.5255348689     0
## 1758 AGCATACTCTGCTGTC        FCER1A -0.5626637879     1
## 1759 TGGGCGTCAGCGTTCG        FCER1A  1.7097628971     1
## 1760 TCGTAGAGTTCGTCTC        FCER1A  1.0091516951     0
## 1761 GACAGAGGTACCGCTG        FCER1A  2.5000000000     1
## 1762 TCTCATACACATAACC        FCER1A  0.5705403212     0
## 1763 TGGGCGTCATTGAGCT        FCER1A -0.2776554765     0
## 1764 CATGACACATGTCTCC        FCER1A -0.6389467876     0
## 1765 GAATAAGGTGCACGAA        FCER1A  1.2274747078     1
## 1766 TGCGCAGCAAGCGAGT        FCER1A -1.0118439814     0
## 1767 CTTCTCTCAGCCAGAA        FCER1A -0.4795438542     0
## 1768 AAGCCGCAGTGGCACA        FCER1A -0.7505273450     0
## 1769 CTCTACGAGTGGACGT        FCER1A -0.4953539679     2
## 1770 GTCATTTTCTATCCCG        FCER1A -0.6345844825     2
## 1771 CGAGCACAGCCACTAT        FCER1A -0.5905274429     1
## 1772 AGTAGTCGTAACGACG        FCER1A -0.7505012258     0
## 1773 GACGTGCAGAGGGATA        FCER1A -0.2682180844     0
## 1774 GTCTTCGTCCAACCAA        FCER1A -0.5645964115     2
## 1775 CAAGGCCTCGCCCTTA        FCER1A -0.5310333486     0
## 1776 TGTGGTACATGGTTGT        FCER1A -0.4430107391     2
## 1777 CCTCAGTTCGAATGCT        FCER1A  1.1185472395     1
## 1778 ACCGTAATCTGAGGGA        FCER1A  1.7663050657     1
## 1779 GTTAAGCCAGTTCATG        FCER1A -0.7090943565     0
## 1780 CTGCCTATCAATCTCT        FCER1A -0.6823669728     0
## 1781 GACGGCTTCTCCAACC        FCER1A -0.7434442002     0
## 1782 TTTCCTCCAGTTCCCT        FCER1A -0.6595746211     0
## 1783 GCGCCAAAGCCCTAAT        FCER1A -0.3984162397     0
## 1784 CCACCTATCCCGACTT        FCER1A  0.8748181623     1
## 1785 TTTATGCCAGGGCATA        FCER1A  1.8808112134     1
## 1786 TACAGTGTCGCGGATC        FCER1A -0.5635028043     0
## 1787 AGCTCTCCACCACGTG        FCER1A -0.3535768693     0
## 1788 GTGGGTCCATTGAGCT        FCER1A -0.4617854283     1
## 1789 GGGATGACAGACTCGC        FCER1A -0.4519452562     0
## 1790 ACACCAAGTTCGGGCT        FCER1A  1.5919999159     1
## 1791 TGATTTCAGCTATGCT        FCER1A  1.7122370515     1
## 1792 TGGCCAGAGAGGGCTT        FCER1A -0.6369165655     2
## 1793 TCGGTAAGTAAAGTCA        FCER1A -0.6134504233     2
## 1794 TGAAAGAGTCCCTTGT        FCER1A  2.5000000000     1
## 1795 CCGTGGATCGTTTATC        FCER1A -0.8827256343     1
## 1796 GAACCTATCCTCAACC        FCER1A -0.5514277368     0
## 1797 GCGCAGTCATCCAACA        FCER1A  2.3210392454     1
## 1798 ACATGGTTCGCGCCAA        FCER1A  1.6444629470     1
## 1799 CTTGGCTGTACGCACC        FCER1A -0.3165501819     0
## 1800 AGATTGCAGGCCCGTT        FCER1A -0.5289715242     0
## 1801 AGGCCGTGTTACGGAG        FCER1A  2.4733939626     1
## 1802 GGTGTTAGTTAAGATG        FCER1A -0.8826441741     0
## 1803 GGAATAATCCTGTAGA        FCER1A  2.0968476852     1
## 1804 TATTACCGTATTAGCC        FCER1A  0.8578645959     1
## 1805 ATAACGCGTTAGTGGG        FCER1A -0.5941727129     0
## 1806 AAACGGGGTTATCCGA        FCER1A  1.4494369702     1
## 1807 TGTGGTATCGTTTAGG        FCER1A  1.8454542780     1
## 1808 ATCACGAGTATGAATG        FCER1A -0.4265887553     0
## 1809 CAGCAGCTCACCTCGT        FCER1A -0.7751846147     0
## 1810 CCAATCCGTATTACCG        FCER1A  1.9752528385     1
## 1811 TTCTACATCACATAGC        FCER1A -0.6586248977     2
## 1812 TGTCCCATCGTATCAG        FCER1A -0.3852796394     2
## 1813 AGCTCTCAGTGTTTGC        FCER1A -0.2961507272     0
## 1814 CAACCTCAGTAACCCT        FCER1A -0.4901211595     2
## 1815 GTGGGTCAGGTAAACT        FCER1A -0.3273885457     0
## 1816 TAAGTGCCACGTCAGC        FCER1A -0.3528825395     1
## 1817 GACCTGGCAGCCACCA        FCER1A -0.5061767112     0
## 1818 ACAGCCGCAGGATCGA        FCER1A -0.6110477610     0
## 1819 AACTCCCCAGCTCGCA        FCER1A -0.4273146164     0
## 1820 GGAAAGCGTCTCTCGT        FCER1A -0.5413950408     0
## 1821 CGCTTCAAGCAGGTCA        FCER1A  1.9863247438     1
## 1822 GATCGCGAGAAGGGTA        FCER1A  2.2650223225     1
## 1823 AAGCCGCCAGGATTGG        FCER1A  0.8478579504     1
## 1824 ATTGGACGTCGTGGCT        FCER1A -0.5042935183     0
## 1825 CCCATACCACTAAGTC        FCER1A -0.8337968914     2
## 1826 TCTCTAATCCCATTTA        FCER1A  1.5180851467     1
## 1827 TCGTAGAGTGGTACAG        FCER1A  0.8311959326     1
## 1828 AAACGGGAGAGACGAA        FCER1A -0.8051826649     0
## 1829 GACTACATCACCACCT        FCER1A -0.7881264349     2
## 1830 GAAACTCAGTTGAGTA        FCER1A -0.7284880069     0
## 1831 CCCTCCTTCCTCCTAG        FCER1A  0.6477102213     1
## 1832 GCGACCATCACGGTTA        FCER1A -0.2839179655     2
## 1833 TCTCTAAAGAGTCGGT        FCER1A  1.4409468148     1
## 1834 GGCTCGATCTCACATT        FCER1A -0.2246149190     0
## 1835 CTGATAGAGGCAGGTT        FCER1A -0.3378134243     1
## 1836 CATGCCTAGGAGTTTA        FCER1A -0.3854452092     1
## 1837 TGGCTGGTCAGCCTAA        FCER1A -0.6557345146     0
## 1838 TCAGATGTCGTTACAG        FCER1A -0.7149678974     0
## 1839 CAGCTGGGTTATGTGC        FCER1A -0.5427037654     0
## 1840 GGAACTTAGTCGTACT        FCER1A -0.7174195010     0
## 1841 CCGGGATCACCGGAAA        FCER1A  2.3068441370     1
## 1842 CCTTCGATCAAAGACA        FCER1A -0.5953896247     0
## 1843 CGAGAAGGTATCGCAT        FCER1A  1.3158964717     0
## 1844 CCTAAAGAGACTGGGT        FCER1A -0.2836288315     0
## 1845 CAGATCACATTGGCGC        FCER1A  2.3227952878     1
## 1846 CTAGCCTAGCTGGAAC        FCER1A -0.2034497876     1
## 1847 ATTGGTGTCTCGTATT        FCER1A  0.6061968821     2
## 1848 GGGAATGTCAAAGTAG        FCER1A  1.4713264377     1
## 1849 CCATGTCCACGGCCAT        FCER1A -0.6416874941     0
## 1850 GGCAATTCATATGGTC        FCER1A -0.3625403458     0
## 1851 CTGTGCTCATGTCCTC        FCER1A -0.5227658204     0
## 1852 TTAACTCCAACGCACC        FCER1A -0.7131134787     0
## 1853 CGAACATAGCGGCTTC        FCER1A -0.5446198593     0
## 1854 TCGCGTTAGGCACATG        FCER1A  1.5356620373     1
## 1855 GGGTTGCCAAACTGCT        FCER1A  0.7172694383     0
## 1856 ATAAGAGCAGGTGCCT        FCER1A  1.8295687996     1
## 1857 CGGACACGTATTCGTG        FCER1A -0.9311280549     2
## 1858 CTGATAGTCACGACTA        FCER1A -0.3553996565     0
## 1859 GAACATCGTGAGTATA        FCER1A -0.7280852653     2
## 1860 TGCTACCAGTGGTCCC        FCER1A -0.5768727155     0
## 1861 GCTGGGTAGTCTTGCA        FCER1A -0.7817016373     0
## 1862 TACGGATGTCTAACGT        FCER1A -0.9380476935     2
## 1863 TGGGCGTCAATGGATA        FCER1A  1.9956589960     1
## 1864 CTGCTGTCATTTGCTT        FCER1A -0.6284774677     2
## 1865 GGGCATCAGCAGCCTC        FCER1A  2.2176862130     1
## 1866 CGTGAGCAGACTAGAT        FCER1A -0.4590781231     0
## 1867 CAGCGACCACACCGAC        FCER1A -0.8083730731     2
## 1868 CCCAATCCAGTTAACC        FCER1A -0.7645907101     2
## 1869 CAGCGACTCAGCGACC        FCER1A -0.7897351609     0
## 1870 GAGCAGAAGCTATGCT        FCER1A -0.7637519160     2
## 1871 CTCTGGTTCACTTCAT        FCER1A -0.4009736354     0
## 1872 CGCGTTTCAGCTGTGC        FCER1A  1.3526625784     1
## 1873 GGACGTCCACCTCGGA        FCER1A -0.5111355419     0
## 1874 TAGTTGGAGAGTTGGC        FCER1A -0.6529529029     0
## 1875 ATTGGTGTCGGAATCT        FCER1A -0.5876365251     0
## 1876 GAATGAACACGGCCAT        FCER1A -0.6607970957     2
## 1877 GTGCATACAAGGTGTG        FCER1A -0.3801083681     0
## 1878 GGAATAAGTCGGCACT        FCER1A -0.9934313333     0
## 1879 ACCCACTTCCAAAGTC        FCER1A -0.4558410073     0
## 1880 ACTATCTCAATTCCTT        FCER1A -0.7260472985     1
## 1881 AGCATACAGTGGGATC        FCER1A -0.7307228258     0
## 1882 CTGAAGTGTTTCGCTC        FCER1A  1.1542527167     1
## 1883 TTCTCAATCAACACAC        FCER1A -0.4456258080     0
## 1884 CGGAGCTAGAGACGAA        FCER1A -0.7511900444     0
## 1885 CTGGTCTAGTTTGCGT        FCER1A -0.2194446466     0
## 1886 AACGTTGAGAGTCGGT        FCER1A -0.5554019956     2
## 1887 AGGGATGTCTCCAACC        FCER1A  1.4988391392     1
## 1888 AACCATGAGGTGACCA        FCER1A -0.5445462346     0
## 1889 ATCTACTTCACATACG        FCER1A -0.7501897561     0
## 1890 CCTAAAGAGTCTCAAC        FCER1A -0.4996173259     0
## 1891 ACACCCTAGAGTTGGC        FCER1A -0.4404569217     2
## 1892 CCGTTCACAGCTGTTA        FCER1A -0.4347606499     0
## 1893 ATCTACTCAGCAGTTT        FCER1A -0.4603120135     0
## 1894 AGAGCGAGTCCGTTAA        FCER1A -0.6536374297     0
## 1895 TCATTACTCCAGAGGA        FCER1A -0.7521823563     0
## 1896 GTCTCGTCATTAGGCT        FCER1A -0.5106356714     0
## 1897 TGGGCGTAGGCAGTCA        FCER1A -0.2931632194     0
## 1898 GTGAAGGCAGACAAAT        FCER1A -0.8249701850     2
## 1899 GGAAAGCTCACTTATC        FCER1A  1.9387658858     1
## 1900 CTACATTGTACCCAAT        FCER1A -0.2921035633     0
## 1901 TTAGGCAGTCAAACTC        FCER1A -1.0717292232     0
## 1902 TACCTATGTAACGTTC        FCER1A -0.7163710133     2
## 1903 TGAGCCGGTATTCGTG        FCER1A  1.7362036651     1
## 1904 GGGATGATCCAGAGGA        FCER1A  1.3790252445     0
## 1905 TTTCCTCCATCGATTG        FCER1A -0.7820126845     1
## 1906 AGGGAGTTCCTATTCA        FCER1A -0.6491734721     0
## 1907 GGTATTGAGAGCCTAG        FCER1A  0.6088510084     1
## 1908 AACTCTTCACGGCTAC        FCER1A -0.4786032749     0
## 1909 GACTACATCGTTTAGG        FCER1A -0.5471315876     0
## 1910 GGGCACTAGTGAAGTT        FCER1A -0.7653664539     0
## 1911 TTTATGCCAAAGCAAT        FCER1A -0.4084338922     0
## 1912 CTAGAGTGTGCAACTT        FCER1A -0.5086159955     2
## 1913 ACCCACTCAGCGAACA        FCER1A -0.7094581737     0
## 1914 TACGGTACACATCTTT        FCER1A -0.9231633520     0
## 1915 GCGCGATTCCGAGCCA        FCER1A -0.5175592244     2
## 1916 CCACGGAAGTTTAGGA        FCER1A -0.4988769248     2
## 1917 CGTCTACGTCACTGGC        FCER1A  2.4809106829     1
## 1918 CTGGTCTTCACGGTTA        FCER1A -0.6161393270     0
## 1919 GTCAAGTGTTCATGGT        FCER1A -0.6419809785     0
## 1920 TACCTATTCTCTGAGA        FCER1A -0.7678172334     0
## 1921 CACAAACAGGGAGTAA        FCER1A -0.5581420999     0
## 1922 CGAATGTCAAGCCCAC        FCER1A -0.7379542370     2
## 1923 AAACCTGGTAGCCTAT        FCER1A  2.0663723927     1
## 1924 CTACCCAGTATTAGCC        FCER1A  1.0468886803     0
## 1925 AGGCCACTCATTCACT        FCER1A  0.6682114497     1
## 1926 GTTCGGGGTACAGTGG        FCER1A -0.7355549947     0
## 1927 ACGAGGACAACTTGAC        FCER1A  2.1628793337     1
## 1928 TAGCCGGGTATATGGA        FCER1A -0.5077876154     2
## 1929 GGATTACGTCTCTCTG        FCER1A  0.7762763892     2
## 1930 GGCCGATCATCGATGT        FCER1A  0.7507341571     1
## 1931 ACATGGTTCGTTGCCT        FCER1A -0.5591655030     0
## 1932 GGGCATCTCTCCAACC        FCER1A  1.7532069591     0
## 1933 AACTCAGTCTTGTATC        FCER1A -0.7402928236     0
## 1934 GGGTCTGTCCTAGAAC        FCER1A -0.7897315915     0
## 1935 ATTATCCGTGTGCCTG        FCER1A  0.8649172389     1
## 1936 CCCAATCAGGCTAGCA        FCER1A  2.3794592688     1
## 1937 CAGCAGCTCAGATAAG        FCER1A -0.8822440488     0
## 1938 CTTAACTCACCGAAAG        FCER1A  0.8769626021     0
## 1939 TGGGCGTAGTTGAGAT        FCER1A -0.7971363356     0
## 1940 AAGCCGCAGGGTATCG        FCER1A  2.5000000000     1
## 1941 TGCGGGTGTTTACTCT        FCER1A -0.7013869831     0
## 1942 TCACGAATCCCTCTTT        FCER1A -0.3942656459     2
## 1943 TCAGATGCATTCACTT        FCER1A -0.4855815835     0
## 1944 GCGACCAAGATGCCTT        FCER1A -0.7583346405     2
## 1945 CGTTAGACACAACGTT        FCER1A -0.9152751514     1
## 1946 GACACGCGTACAAGTA        FCER1A  2.2008029883     1
## 1947 CACACCTGTCGCGAAA        FCER1A -0.5960862118     2
## 1948 CTTGGCTCAGCCTATA        FCER1A -0.5107403060     0
## 1949 CGAGCACTCTGCTGCT        FCER1A -0.6525852461     2
## 1950 ACTATCTCATGCAACT        FCER1A -0.7088422043     2
## 1951 GATGAGGTCCGCATAA        FCER1A -0.5092266472     0
## 1952 AAGGCAGCATGCGCAC        FCER1A -0.6901869537     0
## 1953 TACTTGTTCTCGTATT        FCER1A -0.4851890169     2
## 1954 ATTCTACCAGGCTGAA        FCER1A -0.7518809656     2
## 1955 CGGTTAAAGTTACCCA        FCER1A  1.7554481334     1
## 1956 AGCGTCGAGATGTCGG        FCER1A -0.2931729083     2
## 1957 CGACTTCCACGAAACG        FCER1A  0.9296060773     0
## 1958 AGTGTCAAGTGAAGAG        FCER1A -0.6931702449     0
## 1959 AAGGCAGCAAGTTCTG        FCER1A -0.5352012270     1
## 1960 TCGCGTTTCTCGCATC        FCER1A -0.5067458074     0
## 1961 TTAGGACGTGAGTGAC        FCER1A -0.6037617998     2
## 1962 ACAGCTACATCATCCC        FCER1A -0.7833623142     0
## 1963 GACTGCGCAAAGAATC        FCER1A -0.7280972170     0
## 1964 ACATACGGTTTGACTG        FCER1A  0.7578893206     1
## 1965 ATCCGAATCTTGCATT        FCER1A -0.6136580879     2
## 1966 CGTCTACCACATTCGA        FCER1A -0.5893426831     0
## 1967 ATAAGAGGTCAAGCGA        FCER1A -0.6806185308     1
## 1968 ACGGGTCCAATCACAC        FCER1A -0.9799342461     0
## 1969 TAAGCGTCAATTGCTG        FCER1A -0.5976385480     0
## 1970 ACACCAAAGAGCCTAG        FCER1A -0.4973338289     0
## 1971 TATGCCCCATCACGTA        FCER1A  2.5000000000     1
## 1972 CATGGCGCATAACCTG        FCER1A -0.3334889228     0
## 1973 TACGGTAAGTTTCCTT        FCER1A -0.8477548733     2
## 1974 GGAGCAAGTAATCACC        FCER1A -0.5889177556     0
## 1975 GGGCATCCACATCCGG        FCER1A -0.9072385615     0
## 1976 AGTGAGGGTTGCTCCT        FCER1A -0.8747466414     2
## 1977 GAAATGAAGTGGGCTA        FCER1A -0.6281558821     2
## 1978 GATCGTACAATAGCAA        FCER1A -0.5771481168     0
## 1979 GTAGTCAGTTTAGCTG        FCER1A  2.0401298170     1
## 1980 TCACAAGGTGACGCCT        FCER1A -0.8394715920     2
## 1981 GTCATTTTCCGCATCT      HLA-DQA1 -0.7352122815     0
## 1982 ATAAGAGAGGAGTTGC      HLA-DQA1  1.2233899140     1
## 1983 CATTATCCATGGTCTA      HLA-DQA1  0.3656623040     0
## 1984 CTTAGGAGTGGCGAAT      HLA-DQA1 -0.9068121604     0
## 1985 CATCAGAAGCACCGCT      HLA-DQA1  0.7413577273     2
## 1986 GCGGGTTAGTAGCCGA      HLA-DQA1 -0.9499497263     2
## 1987 CAGAGAGAGCGCCTTG      HLA-DQA1  0.5366867869     0
## 1988 CTGAAGTCAGACACTT      HLA-DQA1 -0.0566919303     0
## 1989 GGACGTCCAGGTGCCT      HLA-DQA1  0.4645045574     1
## 1990 AAAGCAAGTGGTGTAG      HLA-DQA1  0.9245897375     2
## 1991 TCTCATACAGGGCATA      HLA-DQA1 -0.0143811960     0
## 1992 AACTCAGGTACTCGCG      HLA-DQA1  0.1593624395     2
## 1993 CACATTTGTGAGTATA      HLA-DQA1  1.2285397864     0
## 1994 ACTTTCAAGGTGTTAA      HLA-DQA1 -0.0105064174     0
## 1995 TGCCCATCAGACGCAA      HLA-DQA1  1.2354929635     2
## 1996 CTAAGACCAATGCCAT      HLA-DQA1 -1.0459415221     0
## 1997 CGGAGCTCATTTGCTT      HLA-DQA1 -0.0762206750     0
## 1998 GAGCAGATCGACGGAA      HLA-DQA1  0.9075822639     0
## 1999 TAAACCGAGATCGATA      HLA-DQA1 -1.0885719560     0
## 2000 GTCTCGTGTACATCCA      HLA-DQA1  0.4797961679     0
## 2001 GTATCTTAGACCCACC      HLA-DQA1  0.7165085786     1
## 2002 GAGCAGAAGAGCCTAG      HLA-DQA1  1.8313037931     1
## 2003 GTGCAGCTCACATAGC      HLA-DQA1  0.0072525566     0
## 2004 CCTATTAGTAAACCTC      HLA-DQA1 -1.1119642227     0
## 2005 AGAGTGGAGTTTAGGA      HLA-DQA1  0.5069818186     0
## 2006 TACGGGCAGGTGATTA      HLA-DQA1  0.2413836443     2
## 2007 ACTATCTCAATCTACG      HLA-DQA1 -1.0489565948     0
## 2008 CGAGCCATCAGGCAAG      HLA-DQA1  0.6051874145     0
## 2009 CGAATGTCAATTGCTG      HLA-DQA1 -0.1119442227     0
## 2010 TACGGTATCGTTACGA      HLA-DQA1  0.8876657842     0
## 2011 CTGTGCTCAAGGTGTG      HLA-DQA1  0.1127622869     2
## 2012 CCATGTCGTAACGACG      HLA-DQA1  0.5894011132     0
## 2013 TGCTGCTAGACACTAA      HLA-DQA1 -1.0945788128     0
## 2014 ACGGGTCTCGCTTAGA      HLA-DQA1  0.1757331533     2
## 2015 ACGAGGAAGGCTAGCA      HLA-DQA1  0.1480589148     0
## 2016 GCACTCTGTCGGCACT      HLA-DQA1 -0.6602405642     2
## 2017 ATCATGGGTTTAAGCC      HLA-DQA1 -1.2067065709     0
## 2018 GCATGTAGTAAAGGAG      HLA-DQA1 -0.7597148795     2
## 2019 CAACTAGAGTGGGCTA      HLA-DQA1 -0.9505493827     0
## 2020 AACACGTCAATCAGAA      HLA-DQA1  2.5000000000     1
## 2021 AAAGTAGGTGTCTGAT      HLA-DQA1  1.5055169908     1
## 2022 CTCATTATCGCTGATA      HLA-DQA1 -0.1167876349     2
## 2023 TACTCGCCAACGCACC      HLA-DQA1  1.5577787866     2
## 2024 GGACATTGTCCTGCTT      HLA-DQA1  2.0086523048     1
## 2025 ACTGAACAGAGCTGGT      HLA-DQA1 -1.0424684315     0
## 2026 CTCGGGAAGTGCAAGC      HLA-DQA1 -1.0035506579     0
## 2027 AGCTCCTAGCATGGCA      HLA-DQA1  0.9491415808     0
## 2028 TATTACCGTCGACTGC      HLA-DQA1  0.0897128753     0
## 2029 GAACGGACATTTCACT      HLA-DQA1  0.0406868856     2
## 2030 CACAAACTCCCGGATG      HLA-DQA1 -1.2314199681     0
## 2031 GCTCCTAAGGGAGTAA      HLA-DQA1 -0.0786179082     2
## 2032 GACTAACCATCACGTA      HLA-DQA1  2.3130888043     1
## 2033 TACTCGCTCTTAACCT      HLA-DQA1  0.4873413307     2
## 2034 AGGCCGTCAGGAACGT      HLA-DQA1 -0.1317623940     1
## 2035 CCACTACAGTGCTGCC      HLA-DQA1  1.2248321096     0
## 2036 ATCCACCCAAGCCGTC      HLA-DQA1 -0.0628608381     2
## 2037 GAGTCCGAGACTGTAA      HLA-DQA1  0.1418724751     2
## 2038 AAGCCGCCAGAAGCAC      HLA-DQA1 -1.1206962740     0
## 2039 GACACGCCAGATTGCT      HLA-DQA1  0.2723129297     0
## 2040 CGACTTCAGGCTACGA      HLA-DQA1 -0.0749437462     0
## 2041 GGGTTGCCAGTAAGCG      HLA-DQA1  0.9613634714     2
## 2042 AGTGAGGGTCAGAATA      HLA-DQA1 -1.0463219804     0
## 2043 GATCTAGCAGCCACCA      HLA-DQA1 -0.0902016433     1
## 2044 ACGAGGACAAGACGTG      HLA-DQA1 -0.9427376257     0
## 2045 CATATGGCAAGCCGCT      HLA-DQA1 -0.9164064483     0
## 2046 TTATGCTCAGACGCTC      HLA-DQA1 -1.3249090039     0
## 2047 AGTGTCAAGTCGCCGT      HLA-DQA1  0.0500797072     0
## 2048 AAGGCAGGTCTGCCAG      HLA-DQA1  0.1317790742     2
## 2049 TCAGGATAGCCCGAAA      HLA-DQA1  1.2969679141     2
## 2050 CCACTACCACTAGTAC      HLA-DQA1 -0.0846139420     1
## 2051 AGCAGCCTCGCCAAAT      HLA-DQA1  0.6226506487     0
## 2052 CTGCCTATCCATGCTC      HLA-DQA1  1.0544407106     0
## 2053 GCTGCAGCATAGTAAG      HLA-DQA1  0.4939594042     0
## 2054 GCGCAGTTCAGTTCGA      HLA-DQA1 -1.0197235128     1
## 2055 GGGCATCGTAGCGCTC      HLA-DQA1 -1.0877955531     2
## 2056 CTAATGGGTTACGTCA      HLA-DQA1  0.4378804261     0
## 2057 ATTCTACGTTATCGGT      HLA-DQA1 -1.4085566426     0
## 2058 GAAATGATCAGCTGGC      HLA-DQA1 -1.0797380818     0
## 2059 TGCTACCTCGTCCAGG      HLA-DQA1 -1.0743288992     0
## 2060 ACATGGTCACTTACGA      HLA-DQA1 -1.2605202215     0
## 2061 ACTTTCAAGCGTTGCC      HLA-DQA1 -0.0037665901     0
## 2062 CCTACACGTAAACCTC      HLA-DQA1  0.0369702762     0
## 2063 ATTGGTGAGATCCCAT      HLA-DQA1 -0.9369970068     0
## 2064 CCGGGATCACAGACAG      HLA-DQA1  0.9648898284     1
## 2065 CAGTAACTCTCTTGAT      HLA-DQA1 -1.2131271100     0
## 2066 ATCTACTCAATAGCGG      HLA-DQA1 -1.2043930218     0
## 2067 ACCCACTGTTAAGAAC      HLA-DQA1  1.4809190267     1
## 2068 ACATACGTCTGCTTGC      HLA-DQA1 -1.0441555576     0
## 2069 CGTCTACGTTGAACTC      HLA-DQA1  0.2617807840     0
## 2070 ATTATCCCAGCAGTTT      HLA-DQA1  0.2019523487     0
## 2071 GAAACTCTCGTTACGA      HLA-DQA1 -1.0472374041     0
## 2072 GATGAAACATCATCCC      HLA-DQA1  0.6213638725     2
## 2073 CACAGTATCTGTCCGT      HLA-DQA1 -0.8414773941     0
## 2074 TGAAAGAAGGAGCGAG      HLA-DQA1  0.1154174052     0
## 2075 CCGGTAGAGACCGGAT      HLA-DQA1 -0.0394356712     2
## 2076 TGCGGGTTCTAACCGA      HLA-DQA1  0.2179989563     1
## 2077 GGCGACTTCGCGCCAA      HLA-DQA1 -1.0196499486     0
## 2078 GGGATGAAGTCGCCGT      HLA-DQA1 -1.1341833180     0
## 2079 GATTCAGGTACAGACG      HLA-DQA1  0.5717805224     0
## 2080 TAGACCACAAGAAGAG      HLA-DQA1  0.6366378078     0
## 2081 AATCCAGGTCAGAGGT      HLA-DQA1  0.5379928971     1
## 2082 TGAGCCGCAATGGACG      HLA-DQA1 -0.8925689158     0
## 2083 CACATAGGTACTCTCC      HLA-DQA1 -0.9054516546     0
## 2084 CATGGCGAGCAATATG      HLA-DQA1  1.8969887743     1
## 2085 CAGTAACGTTATTCTC      HLA-DQA1  1.6150588982     1
## 2086 GCGAGAAGTTCCGTCT      HLA-DQA1 -1.1023991027     0
## 2087 TTTACTGGTCCCTTGT      HLA-DQA1 -1.0030758153     1
## 2088 ATCATGGCACGAAATA      HLA-DQA1 -1.0221079997     0
## 2089 CGCCAAGAGGCAGTCA      HLA-DQA1 -1.2401857119     0
## 2090 CGTCCATGTCCAGTAT      HLA-DQA1 -1.0844485464     0
## 2091 TGGCGCATCCATTCTA      HLA-DQA1 -0.9655289377     0
## 2092 CCCATACGTAGCTTGT      HLA-DQA1 -0.9750132904     0
## 2093 GCATGCGGTGCTGTAT      HLA-DQA1 -1.0358264778     0
## 2094 TTCTTAGCATGCTAGT      HLA-DQA1 -0.9297024318     0
## 2095 TGCGCAGAGTGGACGT      HLA-DQA1 -0.0997881051     1
## 2096 ATTATCCGTTGCTCCT      HLA-DQA1  0.1813625506     0
## 2097 AGAATAGAGACTAGGC      HLA-DQA1 -0.0013529445     2
## 2098 CCTACACAGCTGCAAG      HLA-DQA1 -0.0001455225     1
## 2099 GACAGAGAGTGCTGCC      HLA-DQA1 -1.1337083355     2
## 2100 GTTCGGGTCCCAAGAT      HLA-DQA1  1.2440580909     2
## 2101 AGTAGTCGTAAGCACG      HLA-DQA1  0.6930355316     2
## 2102 CTCACACGTACCTACA      HLA-DQA1 -0.0789618109     0
## 2103 GCAGTTAAGTGGGTTG      HLA-DQA1 -0.7767313460     0
## 2104 GTCAAGTCAGCTCGAC      HLA-DQA1 -0.8668332666     2
## 2105 GCTGCGATCCCTAACC      HLA-DQA1  1.3302853151     1
## 2106 GATCGTATCCCTAACC      HLA-DQA1 -1.1225149412     0
## 2107 TGAGAGGTCCGTAGTA      HLA-DQA1 -1.2265429060     0
## 2108 CTCGTCAGTGCACTTA      HLA-DQA1 -1.0253539509     0
## 2109 AGCATACAGCAAATCA      HLA-DQA1 -1.1307027789     0
## 2110 TCGGGACGTGTCAATC      HLA-DQA1  0.0369325060     0
## 2111 ATGCGATGTAAACACA      HLA-DQA1 -1.0263848803     0
## 2112 CATGACACACAACGTT      HLA-DQA1 -0.7231380350     0
## 2113 GCTTGAAGTGCTAGCC      HLA-DQA1  0.5274604773     0
## 2114 TTTGGTTTCTCTTATG      HLA-DQA1  0.0928949511     0
## 2115 ACACCCTGTGAAATCA      HLA-DQA1  0.5224683843     2
## 2116 ATCATGGTCCCTCAGT      HLA-DQA1 -0.9746567028     0
## 2117 CCTCTGACAATCAGAA      HLA-DQA1 -1.2076926375     0
## 2118 ACATACGAGACACTAA      HLA-DQA1  0.3035468771     2
## 2119 TCACAAGTCCGTAGGC      HLA-DQA1  1.5688556366     1
## 2120 GCAGTTAGTCCAGTGC      HLA-DQA1  1.4234547304     1
## 2121 AGTGAGGGTTACAGAA      HLA-DQA1 -1.1032925685     2
## 2122 CACACAAGTAATCACC      HLA-DQA1 -1.1877265328     0
## 2123 GATCGCGAGGCTAGAC      HLA-DQA1 -0.9144348473     0
## 2124 CTCGTACTCCTTTCGG      HLA-DQA1  0.4436524549     0
## 2125 ATCCACCTCGGCGGTT      HLA-DQA1 -1.0216643335     2
## 2126 GAAGCAGAGCTAGTTC      HLA-DQA1  0.0730011437     1
## 2127 CAGTCCTAGTGTCTCA      HLA-DQA1  0.3197263240     2
## 2128 CGCTTCACAATGGATA      HLA-DQA1 -0.9347454245     0
## 2129 TCCCGATTCATATCGG      HLA-DQA1  0.1010398847     0
## 2130 TGTGGTACATATACCG      HLA-DQA1 -0.9622015379     0
## 2131 TACCTTACACTACAGT      HLA-DQA1 -1.2362695741     1
## 2132 GTAGGCCGTCCGTCAG      HLA-DQA1 -1.1026216607     0
## 2133 CAGAATCCAATCAGAA      HLA-DQA1  0.1870558016     0
## 2134 GGATTACTCTGTGCAA      HLA-DQA1  1.8247890170     2
## 2135 GTCGTAAGTTTGTTTC      HLA-DQA1  0.2673314977     2
## 2136 GATCGTAAGCCAGTAG      HLA-DQA1 -1.1267065082     0
## 2137 GACTACAGTTAAAGAC      HLA-DQA1  0.9192138121     0
## 2138 CATGACACAACACCTA      HLA-DQA1  0.0552394520     2
## 2139 CACCAGGTCACGCGGT      HLA-DQA1 -0.9486977578     0
## 2140 GTCTTCGTCTGAGTGT      HLA-DQA1 -0.8280119456     2
## 2141 CCTTCGAAGTGGGATC      HLA-DQA1 -1.2121565398     0
## 2142 GTGCGGTGTCCTGCTT      HLA-DQA1 -1.1331511073     0
## 2143 GTCACAACATGCCTTC      HLA-DQA1  0.5918294982     1
## 2144 CAGAGAGTCAGTCAGT      HLA-DQA1  0.0574216774     0
## 2145 GTGCGGTGTACTCTCC      HLA-DQA1  0.1588717969     0
## 2146 CAGCTAATCAAGATCC      HLA-DQA1  0.0560326951     1
## 2147 CAAGATCGTTGGGACA      HLA-DQA1 -1.2401857119     0
## 2148 TTTATGCCATCACAAC      HLA-DQA1  0.6760173557     2
## 2149 CGGTTAATCCCAAGTA      HLA-DQA1  0.8680222748     1
## 2150 TAGCCGGTCCGTAGTA      HLA-DQA1  1.2401682408     1
## 2151 ACGAGCCGTGTTTGTG      HLA-DQA1  1.1876921580     2
## 2152 AGCATACCAAACCCAT      HLA-DQA1  0.2681600577     0
## 2153 GAAATGATCAACACTG      HLA-DQA1  1.0087617217     0
## 2154 TATCTCACATAACCTG      HLA-DQA1  0.2352900465     2
## 2155 CCGTACTCACTTCTGC      HLA-DQA1  0.7563618829     1
## 2156 CTAGAGTTCAGAGGTG      HLA-DQA1 -1.0172490224     0
## 2157 CTGATAGCATACAGCT      HLA-DQA1 -1.0887567125     0
## 2158 TCGAGGCCACGGTAGA      HLA-DQA1  1.7817409507     1
## 2159 GATCAGTTCACTTATC      HLA-DQA1 -0.9426505544     0
## 2160 GTTTCTAAGCCCTAAT      HLA-DQA1 -1.0082721665     0
## 2161 CAGCTGGAGGAATTAC      HLA-DQA1  0.8178616300     1
## 2162 AGAGTGGTCGATCCCT      HLA-DQA1 -0.0585735792     0
## 2163 CATGGCGCAACTGCTA      HLA-DQA1 -1.0029640951     0
## 2164 CTGGTCTGTATATGGA      HLA-DQA1  2.1646407127     1
## 2165 CGTCACTCACAGGAGT      HLA-DQA1  0.1688745500     0
## 2166 AACTGGTTCAACCAAC      HLA-DQA1  1.3437937762     1
## 2167 CCATTCGCAGGGAGAG      HLA-DQA1  1.2203143936     0
## 2168 CATCAGATCTTCAACT      HLA-DQA1  1.0382428289     0
## 2169 GAATGAATCAGGCAAG      HLA-DQA1  0.2832214126     0
## 2170 TGTCCCATCGAATGCT      HLA-DQA1  0.0069043855     0
## 2171 AGTGGGACAGCCAATT      HLA-DQA1  0.0627502784     0
## 2172 AGAGCTTTCACATGCA      HLA-DQA1  0.7610921528     0
## 2173 TGCGGGTTCTGCAGTA      HLA-DQA1 -1.2245041738     0
## 2174 GTCGTAAGTCGGCACT      HLA-DQA1 -0.6172678046     0
## 2175 CTCGAGGTCGGAGCAA      HLA-DQA1  0.1824886368     0
## 2176 CTACACCAGATGAGAG      HLA-DQA1  0.1411942542     1
## 2177 ACGGCCATCTTACCTA      HLA-DQA1 -1.1123517841     0
## 2178 CCCAGTTCACACCGAC      HLA-DQA1  0.5097409672     1
## 2179 TCGGGACTCGGATGGA      HLA-DQA1  1.1340697332     1
## 2180 CATCGGGTCCCGACTT      HLA-DQA1  0.7332855546     0
## 2181 CTTAACTGTAAGGATT      HLA-DQA1  1.1981327541     2
## 2182 AACCATGAGCGTAATA      HLA-DQA1  1.2371650588     2
## 2183 TCAGATGGTCTTCTCG      HLA-DQA1 -1.1139138678     0
## 2184 CTCACACTCCCAACGG      HLA-DQA1 -1.1831951156     0
## 2185 CCATGTCAGGATGGAA      HLA-DQA1 -0.9337835403     0
## 2186 GGGTCTGGTACTTGAC      HLA-DQA1 -1.1607212156     0
## 2187 GGAACTTCACAGTCGC      HLA-DQA1 -1.1828255411     0
## 2188 GACCTGGCACATCCAA      HLA-DQA1  0.8529523570     2
## 2189 CAGTCCTCAAGACACG      HLA-DQA1  1.3155285293     1
## 2190 AGATCTGCATATGGTC      HLA-DQA1  0.3611184912     0
## 2191 CATCAGAGTATTCTCT      HLA-DQA1  0.0552775846     0
## 2192 TGCACCTTCGATAGAA      HLA-DQA1 -1.1002636291     0
## 2193 CCTACACTCCCAAGTA      HLA-DQA1 -1.1196763713     0
## 2194 ACTTTCATCGTAGATC      HLA-DQA1  1.7146329358     1
## 2195 TTGCGTCCACCATGTA      HLA-DQA1 -1.2035287529     0
## 2196 AAATGCCAGGTGCTAG      HLA-DQA1 -0.9012204728     0
## 2197 ATGCGATGTCCATCCT      HLA-DQA1  1.4960443044     1
## 2198 CCAGCGAAGCCACTAT      HLA-DQA1  0.7135264297     0
## 2199 TACTTGTAGTGTACTC      HLA-DQA1 -1.3019140403     2
## 2200 AGGGATGTCTCGCTTG      HLA-DQA1  0.7030888863     1
## 2201 TGTCCCAGTATTAGCC      HLA-DQA1 -0.0547141901     0
## 2202 TGCTACCTCGCACTCT      HLA-DQA1 -1.4061496750     1
## 2203 GTAACGTCAGTATAAG      HLA-DQA1  0.5170318331     1
## 2204 GCGCAACGTTCGTTGA      HLA-DQA1  1.1535499552     1
## 2205 GCGAGAACATGAGCGA      HLA-DQA1  0.6342733329     1
## 2206 TGCCCTAGTGCACCAC      HLA-DQA1  0.1068577778     1
## 2207 CTAGAGTGTAAACACA      HLA-DQA1  0.3881670677     0
## 2208 AGTAGTCCACCGGAAA      HLA-DQA1  0.2462732021     0
## 2209 CATATTCTCAGCGATT      HLA-DQA1  1.0344935736     2
## 2210 GAATGAAGTAACGACG      HLA-DQA1 -0.9073203089     0
## 2211 GATCAGTAGTACTTGC      HLA-DQA1  0.1988083880     0
## 2212 CAAGAAACAGGATTGG      HLA-DQA1  0.2164638259     1
## 2213 CCTATTATCAACACTG      HLA-DQA1 -1.1163472687     0
## 2214 CAGCAGCTCTGCGGCA      HLA-DQA1  0.2931728212     0
## 2215 ATAAGAGAGCTGCGAA      HLA-DQA1  1.6871943991     1
## 2216 AGATCTGCACCTATCC      HLA-DQA1  0.5741271634     0
## 2217 GACACGCGTAGAGCTG      HLA-DQA1  0.7087486412     0
## 2218 TACACGAAGCTAGGCA      HLA-DQA1 -1.1955091443     0
## 2219 AACACGTTCCGAAGAG      HLA-DQA1 -1.0914426230     0
## 2220 TTAACTCGTGTAATGA      HLA-DQA1  0.9459446549     1
## 2221 TGGCGCAGTTCAGACT      HLA-DQA1  0.8588454553     2
## 2222 CATCAGAGTCTAGTCA      HLA-DQA1  1.3418650458     1
## 2223 CTAGAGTAGCATGGCA      HLA-DQA1 -1.4435371757     2
## 2224 TACGGTAAGCGTGAAC      HLA-DQA1  0.9905836012     2
## 2225 TGACTTTTCGGATGTT      HLA-DQA1  1.3985661874     1
## 2226 CTCACACTCCTACAGA      HLA-DQA1  1.3335573287     1
## 2227 CCGTACTCACTGAAGG      HLA-DQA1  0.8729057960     0
## 2228 ATAACGCGTGGAAAGA      HLA-DQA1 -1.1497558186     0
## 2229 GCTTGAAAGCTAGGCA      HLA-DQA1  2.0196749663     1
## 2230 AAGTCTGGTGTTGGGA      HLA-DQA1  0.0421962601     2
## 2231 CGATCGGGTACAGCAG      HLA-DQA1  1.8091652228     1
## 2232 AGTAGTCTCGATGAGG      HLA-DQA1  0.2540081761     2
## 2233 CGACCTTCAGACGCTC      HLA-DQA1  1.8902464069     1
## 2234 GCATACACATGCAACT      HLA-DQA1 -1.0934364111     0
## 2235 TCCCGATTCGCAGGCT      HLA-DQA1  0.5368879487     2
## 2236 TTAGGCAAGATCGATA      HLA-DQA1  1.6686148252     1
## 2237 TCGTACCAGGCAAAGA      HLA-DQA1 -1.2009314252     0
## 2238 GGATGTTGTATAGGGC      HLA-DQA1 -0.0708436585     2
## 2239 AATCCAGCAGAGTGTG      HLA-DQA1 -1.0053907716     0
## 2240 CATGCCTCACGGCCAT      HLA-DQA1  0.2498197395     1
## 2241 CTCGAAACACATGACT      HLA-DQA1  0.5471812391     2
## 2242 CTGCCTAGTTGCGTTA      HLA-DQA1 -1.1929682862     0
## 2243 GGCGACTAGACAGAGA      HLA-DQA1  1.4851215419     1
## 2244 TACAGTGGTGTAATGA      HLA-DQA1 -1.1642841087     1
## 2245 ACGAGCCTCTTATCTG      HLA-DQA1  1.3484314750     2
## 2246 GGGAATGCAAATACAG      HLA-DQA1  0.2112701216     1
## 2247 TGCACCTGTACCGAGA      HLA-DQA1 -0.0173295552     0
## 2248 ATCATCTTCAGTCAGT      HLA-DQA1 -1.2057820705     0
## 2249 CATATTCGTACAGTTC      HLA-DQA1 -1.3337825296     0
## 2250 GCATGATGTTCCACTC      HLA-DQA1  0.0344714918     0
## 2251 AAGGCAGTCACGACTA      HLA-DQA1 -0.9201453576     0
## 2252 GAAACTCTCTATCCCG      HLA-DQA1 -1.0842779502     0
## 2253 AGCATACTCTGCTGTC      HLA-DQA1  1.0588236965     1
## 2254 TGGGCGTCAGCGTTCG      HLA-DQA1  1.3596164937     1
## 2255 TCGTAGAGTTCGTCTC      HLA-DQA1  0.3201480963     0
## 2256 GACAGAGGTACCGCTG      HLA-DQA1  1.5904293311     1
## 2257 TCTCATACACATAACC      HLA-DQA1 -1.3910098951     0
## 2258 TGGGCGTCATTGAGCT      HLA-DQA1 -0.8110653696     0
## 2259 CATGACACATGTCTCC      HLA-DQA1 -1.2132562933     0
## 2260 GAATAAGGTGCACGAA      HLA-DQA1  0.8424546266     1
## 2261 TGCGCAGCAAGCGAGT      HLA-DQA1 -1.5315248390     0
## 2262 CTTCTCTCAGCCAGAA      HLA-DQA1 -1.0466667433     0
## 2263 AAGCCGCAGTGGCACA      HLA-DQA1 -1.2862022781     0
## 2264 CTCTACGAGTGGACGT      HLA-DQA1  0.3293369123     2
## 2265 GTCATTTTCTATCCCG      HLA-DQA1 -1.1679768298     2
## 2266 CGAGCACAGCCACTAT      HLA-DQA1  1.3906537182     1
## 2267 AGTAGTCGTAACGACG      HLA-DQA1  0.5899313181     0
## 2268 GACGTGCAGAGGGATA      HLA-DQA1 -0.8556349812     0
## 2269 GTCTTCGTCCAACCAA      HLA-DQA1 -1.1288843297     2
## 2270 CAAGGCCTCGCCCTTA      HLA-DQA1  1.4008959501     0
## 2271 TGTGGTACATGGTTGT      HLA-DQA1 -0.9571982061     2
## 2272 CCTCAGTTCGAATGCT      HLA-DQA1  0.7574026982     1
## 2273 ACCGTAATCTGAGGGA      HLA-DQA1  0.6924212545     1
## 2274 GTTAAGCCAGTTCATG      HLA-DQA1 -1.2705675272     0
## 2275 CTGCCTATCAATCTCT      HLA-DQA1 -1.2217409005     0
## 2276 GACGGCTTCTCCAACC      HLA-DQA1 -1.2837262766     0
## 2277 TTTCCTCCAGTTCCCT      HLA-DQA1  0.0562143236     0
## 2278 GCGCCAAAGCCCTAAT      HLA-DQA1 -0.9627094493     0
## 2279 CCACCTATCCCGACTT      HLA-DQA1  1.1257483420     1
## 2280 TTTATGCCAGGGCATA      HLA-DQA1  2.1480844449     1
## 2281 TACAGTGTCGCGGATC      HLA-DQA1  0.2749570036     0
## 2282 AGCTCTCCACCACGTG      HLA-DQA1 -0.8877205394     0
## 2283 GTGGGTCCATTGAGCT      HLA-DQA1  1.6467319848     1
## 2284 GGGATGACAGACTCGC      HLA-DQA1 -0.9866359099     0
## 2285 ACACCAAGTTCGGGCT      HLA-DQA1  1.4847144519     1
## 2286 TGATTTCAGCTATGCT      HLA-DQA1  0.6200785575     1
## 2287 TGGCCAGAGAGGGCTT      HLA-DQA1  0.6268607836     2
## 2288 TCGGTAAGTAAAGTCA      HLA-DQA1  1.0138020409     2
## 2289 TGAAAGAGTCCCTTGT      HLA-DQA1  0.5047021223     1
## 2290 CCGTGGATCGTTTATC      HLA-DQA1 -1.3937349526     1
## 2291 GAACCTATCCTCAACC      HLA-DQA1 -1.1021615449     0
## 2292 GCGCAGTCATCCAACA      HLA-DQA1  1.3420031073     1
## 2293 ACATGGTTCGCGCCAA      HLA-DQA1  1.5256610969     1
## 2294 CTTGGCTGTACGCACC      HLA-DQA1 -0.8943378237     0
## 2295 AGATTGCAGGCCCGTT      HLA-DQA1 -1.0943658200     0
## 2296 AGGCCGTGTTACGGAG      HLA-DQA1  2.5000000000     1
## 2297 GGTGTTAGTTAAGATG      HLA-DQA1 -1.4147179950     0
## 2298 GGAATAATCCTGTAGA      HLA-DQA1  0.5017070614     1
## 2299 TATTACCGTATTAGCC      HLA-DQA1  0.2133475208     1
## 2300 ATAACGCGTTAGTGGG      HLA-DQA1  0.2116726205     0
## 2301 AAACGGGGTTATCCGA      HLA-DQA1  0.2136830567     1
## 2302 TGTGGTATCGTTTAGG      HLA-DQA1  1.0877935851     1
## 2303 ATCACGAGTATGAATG      HLA-DQA1 -0.9237267745     0
## 2304 CAGCAGCTCACCTCGT      HLA-DQA1 -0.0106410550     0
## 2305 CCAATCCGTATTACCG      HLA-DQA1  0.9611467736     1
## 2306 TTCTACATCACATAGC      HLA-DQA1  0.2198068727     2
## 2307 TGTCCCATCGTATCAG      HLA-DQA1  0.4425948449     2
## 2308 AGCTCTCAGTGTTTGC      HLA-DQA1 -0.8336049614     0
## 2309 CAACCTCAGTAACCCT      HLA-DQA1  0.3011112572     2
## 2310 GTGGGTCAGGTAAACT      HLA-DQA1  0.9738056493     0
## 2311 TAAGTGCCACGTCAGC      HLA-DQA1  1.0252870862     1
## 2312 GACCTGGCAGCCACCA      HLA-DQA1 -1.0552716828     0
## 2313 ACAGCCGCAGGATCGA      HLA-DQA1 -1.1619481044     0
## 2314 AACTCCCCAGCTCGCA      HLA-DQA1  0.3692081720     0
## 2315 GGAAAGCGTCTCTCGT      HLA-DQA1 -1.1471287426     0
## 2316 CGCTTCAAGCAGGTCA      HLA-DQA1  1.2314345472     1
## 2317 GATCGCGAGAAGGGTA      HLA-DQA1  1.6650353411     1
## 2318 AAGCCGCCAGGATTGG      HLA-DQA1  1.5585503819     1
## 2319 ATTGGACGTCGTGGCT      HLA-DQA1  1.1532176402     0
## 2320 CCCATACCACTAAGTC      HLA-DQA1 -1.3461134757     2
## 2321 TCTCTAATCCCATTTA      HLA-DQA1  1.6913954401     1
## 2322 TCGTAGAGTGGTACAG      HLA-DQA1  1.0478051770     1
## 2323 AAACGGGAGAGACGAA      HLA-DQA1  0.8467604807     0
## 2324 GACTACATCACCACCT      HLA-DQA1  0.0257423760     2
## 2325 GAAACTCAGTTGAGTA      HLA-DQA1  0.1265911565     0
## 2326 CCCTCCTTCCTCCTAG      HLA-DQA1  1.3041888927     1
## 2327 GCGACCATCACGGTTA      HLA-DQA1 -0.7381877402     2
## 2328 TCTCTAAAGAGTCGGT      HLA-DQA1  0.1656409595     1
## 2329 GGCTCGATCTCACATT      HLA-DQA1 -0.7849129728     0
## 2330 CTGATAGAGGCAGGTT      HLA-DQA1  0.4528911394     1
## 2331 CATGCCTAGGAGTTTA      HLA-DQA1  0.9208800922     1
## 2332 TGGCTGGTCAGCCTAA      HLA-DQA1 -1.1669920034     0
## 2333 TCAGATGTCGTTACAG      HLA-DQA1 -1.2635013838     0
## 2334 CAGCTGGGTTATGTGC      HLA-DQA1  0.3117821573     0
## 2335 GGAACTTAGTCGTACT      HLA-DQA1 -1.2436395379     0
## 2336 CCGGGATCACCGGAAA      HLA-DQA1  0.8786496379     1
## 2337 CCTTCGATCAAAGACA      HLA-DQA1 -1.1281072263     0
## 2338 CGAGAAGGTATCGCAT      HLA-DQA1  0.0651323794     0
## 2339 CCTAAAGAGACTGGGT      HLA-DQA1 -0.8641457529     0
## 2340 CAGATCACATTGGCGC      HLA-DQA1  1.9999553791     1
## 2341 CTAGCCTAGCTGGAAC      HLA-DQA1  1.1762678338     1
## 2342 ATTGGTGTCTCGTATT      HLA-DQA1 -0.0342346055     2
## 2343 GGGAATGTCAAAGTAG      HLA-DQA1 -1.1067218357     1
## 2344 CCATGTCCACGGCCAT      HLA-DQA1 -1.1741989826     0
## 2345 GGCAATTCATATGGTC      HLA-DQA1  0.4236913182     0
## 2346 CTGTGCTCATGTCCTC      HLA-DQA1  0.2270711924     0
## 2347 TTAACTCCAACGCACC      HLA-DQA1 -1.2276516431     0
## 2348 CGAACATAGCGGCTTC      HLA-DQA1 -1.0568306011     0
## 2349 TCGCGTTAGGCACATG      HLA-DQA1  1.8811746946     1
## 2350 GGGTTGCCAAACTGCT      HLA-DQA1  0.0809497690     0
## 2351 ATAAGAGCAGGTGCCT      HLA-DQA1  0.1977375260     1
## 2352 CGGACACGTATTCGTG      HLA-DQA1  0.5567465209     2
## 2353 CTGATAGTCACGACTA      HLA-DQA1 -0.8834125706     0
## 2354 GAACATCGTGAGTATA      HLA-DQA1  0.0597513430     2
## 2355 TGCTACCAGTGGTCCC      HLA-DQA1  1.3929961523     0
## 2356 GCTGGGTAGTCTTGCA      HLA-DQA1 -1.3199195175     0
## 2357 TACGGATGTCTAACGT      HLA-DQA1 -0.1211197555     2
## 2358 TGGGCGTCAATGGATA      HLA-DQA1  1.2040468310     1
## 2359 CTGCTGTCATTTGCTT      HLA-DQA1 -1.1219257595     2
## 2360 GGGCATCAGCAGCCTC      HLA-DQA1  2.2783442825     1
## 2361 CGTGAGCAGACTAGAT      HLA-DQA1  0.3068218652     0
## 2362 CAGCGACCACACCGAC      HLA-DQA1 -1.3145197633     2
## 2363 CCCAATCCAGTTAACC      HLA-DQA1 -1.2933424725     2
## 2364 CAGCGACTCAGCGACC      HLA-DQA1  1.3532365288     0
## 2365 GAGCAGAAGCTATGCT      HLA-DQA1  0.0605438521     2
## 2366 CTCTGGTTCACTTCAT      HLA-DQA1  0.2229795678     0
## 2367 CGCGTTTCAGCTGTGC      HLA-DQA1  0.9874789976     1
## 2368 GGACGTCCACCTCGGA      HLA-DQA1  0.8339440197     0
## 2369 TAGTTGGAGAGTTGGC      HLA-DQA1  0.1728918218     0
## 2370 ATTGGTGTCGGAATCT      HLA-DQA1 -1.1356976473     0
## 2371 GAATGAACACGGCCAT      HLA-DQA1  0.7170370496     2
## 2372 GTGCATACAAGGTGTG      HLA-DQA1 -0.9191512519     0
## 2373 GGAATAAGTCGGCACT      HLA-DQA1  0.3764389403     0
## 2374 ACCCACTTCCAAAGTC      HLA-DQA1  0.2350230559     0
## 2375 ACTATCTCAATTCCTT      HLA-DQA1  1.6830230736     1
## 2376 AGCATACAGTGGGATC      HLA-DQA1  1.0726352236     0
## 2377 CTGAAGTGTTTCGCTC      HLA-DQA1  0.5093217524     1
## 2378 TTCTCAATCAACACAC      HLA-DQA1 -0.9717526483     0
## 2379 CGGAGCTAGAGACGAA      HLA-DQA1 -1.2370060804     0
## 2380 CTGGTCTAGTTTGCGT      HLA-DQA1  0.6102826674     0
## 2381 AACGTTGAGAGTCGGT      HLA-DQA1  0.2149171412     2
## 2382 AGGGATGTCTCCAACC      HLA-DQA1  1.1859976561     1
## 2383 AACCATGAGGTGACCA      HLA-DQA1 -1.0687933690     0
## 2384 ATCTACTTCACATACG      HLA-DQA1  0.7358117802     0
## 2385 CCTAAAGAGTCTCAAC      HLA-DQA1 -0.9960062670     0
## 2386 ACACCCTAGAGTTGGC      HLA-DQA1 -0.9610491707     2
## 2387 CCGTTCACAGCTGTTA      HLA-DQA1 -0.9870686524     0
## 2388 ATCTACTCAGCAGTTT      HLA-DQA1  0.4009887724     0
## 2389 AGAGCGAGTCCGTTAA      HLA-DQA1 -1.1780429206     0
## 2390 TCATTACTCCAGAGGA      HLA-DQA1 -1.2990636078     0
## 2391 GTCTCGTCATTAGGCT      HLA-DQA1  0.3178023725     0
## 2392 TGGGCGTAGGCAGTCA      HLA-DQA1 -0.8064907032     0
## 2393 GTGAAGGCAGACAAAT      HLA-DQA1  0.0396674059     2
## 2394 GGAAAGCTCACTTATC      HLA-DQA1 -1.3147028639     1
## 2395 CTACATTGTACCCAAT      HLA-DQA1 -0.7919420902     0
## 2396 TTAGGCAGTCAAACTC      HLA-DQA1 -1.6041920638     0
## 2397 TACCTATGTAACGTTC      HLA-DQA1 -1.2391336689     2
## 2398 TGAGCCGGTATTCGTG      HLA-DQA1  0.1192753470     1
## 2399 GGGATGATCCAGAGGA      HLA-DQA1  0.7160002252     0
## 2400 TTTCCTCCATCGATTG      HLA-DQA1  0.7928068057     1
## 2401 AGGGAGTTCCTATTCA      HLA-DQA1 -1.1805240836     0
## 2402 GGTATTGAGAGCCTAG      HLA-DQA1 -0.0463136098     1
## 2403 AACTCTTCACGGCTAC      HLA-DQA1 -1.0084505480     0
## 2404 GACTACATCGTTTAGG      HLA-DQA1  0.2276332382     0
## 2405 GGGCACTAGTGAAGTT      HLA-DQA1  0.0431346881     0
## 2406 TTTATGCCAAAGCAAT      HLA-DQA1 -0.9546997618     0
## 2407 CTAGAGTGTGCAACTT      HLA-DQA1 -1.0260824496     2
## 2408 ACCCACTCAGCGAACA      HLA-DQA1 -1.1822315180     0
## 2409 TACGGTACACATCTTT      HLA-DQA1 -1.4371616997     0
## 2410 GCGCGATTCCGAGCCA      HLA-DQA1 -1.0475039086     2
## 2411 CCACGGAAGTTTAGGA      HLA-DQA1 -1.0037081428     2
## 2412 CGTCTACGTCACTGGC      HLA-DQA1  1.5331891421     1
## 2413 CTGGTCTTCACGGTTA      HLA-DQA1 -1.1433386135     0
## 2414 GTCAAGTGTTCATGGT      HLA-DQA1 -1.1746408248     0
## 2415 TACCTATTCTCTGAGA      HLA-DQA1  1.0694732301     0
## 2416 CACAAACAGGGAGTAA      HLA-DQA1 -1.0804737071     0
## 2417 CGAATGTCAAGCCCAC      HLA-DQA1 -1.2542097883     2
## 2418 AAACCTGGTAGCCTAT      HLA-DQA1 -1.2179117914     1
## 2419 CTACCCAGTATTAGCC      HLA-DQA1  0.9440136711     0
## 2420 AGGCCACTCATTCACT      HLA-DQA1  0.0163371483     1
## 2421 GTTCGGGGTACAGTGG      HLA-DQA1  0.1270909769     0
## 2422 ACGAGGACAACTTGAC      HLA-DQA1  1.6245559320     1
## 2423 TAGCCGGGTATATGGA      HLA-DQA1  0.8794345083     2
## 2424 GGATTACGTCTCTCTG      HLA-DQA1  1.2952407891     2
## 2425 GGCCGATCATCGATGT      HLA-DQA1  0.9957295650     1
## 2426 ACATGGTTCGTTGCCT      HLA-DQA1 -1.0697636792     0
## 2427 GGGCATCTCTCCAACC      HLA-DQA1  0.1388820956     0
## 2428 AACTCAGTCTTGTATC      HLA-DQA1 -1.2656168790     0
## 2429 GGGTCTGTCCTAGAAC      HLA-DQA1  1.1427863967     0
## 2430 ATTATCCGTGTGCCTG      HLA-DQA1  1.1556193788     1
## 2431 CCCAATCAGGCTAGCA      HLA-DQA1  1.4069978996     1
## 2432 CAGCAGCTCAGATAAG      HLA-DQA1 -1.3886593013     0
## 2433 CTTAACTCACCGAAAG      HLA-DQA1  0.2462087909     0
## 2434 TGGGCGTAGTTGAGAT      HLA-DQA1 -0.0073312587     0
## 2435 AAGCCGCAGGGTATCG      HLA-DQA1  2.2538204460     1
## 2436 TGCGGGTGTTTACTCT      HLA-DQA1 -1.2264711847     0
## 2437 TCACGAATCCCTCTTT      HLA-DQA1 -0.8915637450     2
## 2438 TCAGATGCATTCACTT      HLA-DQA1 -1.0664224333     0
## 2439 GCGACCAAGATGCCTT      HLA-DQA1  0.9328195067     2
## 2440 CGTTAGACACAACGTT      HLA-DQA1 -0.0244488025     1
## 2441 GACACGCGTACAAGTA      HLA-DQA1  0.9682514373     1
## 2442 CACACCTGTCGCGAAA      HLA-DQA1  0.7466216961     2
## 2443 CTTGGCTCAGCCTATA      HLA-DQA1  0.3173375494     0
## 2444 CGAGCACTCTGCTGCT      HLA-DQA1 -1.1751096524     2
## 2445 ACTATCTCATGCAACT      HLA-DQA1  0.7210996842     2
## 2446 GATGAGGTCCGCATAA      HLA-DQA1  0.2678663040     0
## 2447 AAGGCAGCATGCGCAC      HLA-DQA1 -1.1889967485     0
## 2448 TACTTGTTCTCGTATT      HLA-DQA1  0.9500684314     2
## 2449 ATTCTACCAGGCTGAA      HLA-DQA1 -1.2604944666     2
## 2450 CGGTTAAAGTTACCCA      HLA-DQA1  0.1299381883     1
## 2451 AGCGTCGAGATGTCGG      HLA-DQA1  1.1486701117     2
## 2452 CGACTTCCACGAAACG      HLA-DQA1  0.2810489907     0
## 2453 AGTGTCAAGTGAAGAG      HLA-DQA1  0.1289027912     0
## 2454 AAGGCAGCAAGTTCTG      HLA-DQA1  1.8830036430     1
## 2455 TCGCGTTTCTCGCATC      HLA-DQA1  0.3602061925     0
## 2456 TTAGGACGTGAGTGAC      HLA-DQA1 -1.0963546911     2
## 2457 ACAGCTACATCATCCC      HLA-DQA1 -1.2887918292     0
## 2458 GACTGCGCAAAGAATC      HLA-DQA1  0.1311546621     0
## 2459 ACATACGGTTTGACTG      HLA-DQA1 -1.2451523287     1
## 2460 ATCCGAATCTTGCATT      HLA-DQA1  0.2485194263     2
## 2461 CGTCTACCACATTCGA      HLA-DQA1  0.3032129835     0
## 2462 ATAAGAGGTCAAGCGA      HLA-DQA1  1.5380194120     1
## 2463 ACGGGTCCAATCACAC      HLA-DQA1  1.0303999913     0
## 2464 TAAGCGTCAATTGCTG      HLA-DQA1  0.2628404375     0
## 2465 ACACCAAAGAGCCTAG      HLA-DQA1 -1.0100202835     0
## 2466 TATGCCCCATCACGTA      HLA-DQA1  0.7755037939     1
## 2467 CATGGCGCATAACCTG      HLA-DQA1 -0.8555357267     0
## 2468 TACGGTAAGTTTCCTT      HLA-DQA1  0.6062605294     2
## 2469 GGAGCAAGTAATCACC      HLA-DQA1 -1.0842645192     0
## 2470 GGGCATCCACATCCGG      HLA-DQA1  0.5006367182     0
## 2471 AGTGAGGGTTGCTCCT      HLA-DQA1 -1.3937870122     2
## 2472 GAAATGAAGTGGGCTA      HLA-DQA1 -1.1085578394     2
## 2473 GATCGTACAATAGCAA      HLA-DQA1 -1.1035328579     0
## 2474 GTAGTCAGTTTAGCTG      HLA-DQA1  0.9739327601     1
## 2475 TCACAAGGTGACGCCT      HLA-DQA1  1.0499162250     2
## 2476 GTCATTTTCCGCATCT       CLEC10A  0.0901152480     0
## 2477 ATAAGAGAGGAGTTGC       CLEC10A  0.1429538297     1
## 2478 CATTATCCATGGTCTA       CLEC10A -0.3310085584     0
## 2479 CTTAGGAGTGGCGAAT       CLEC10A -0.1346772747     0
## 2480 CATCAGAAGCACCGCT       CLEC10A  0.0922792942     2
## 2481 GCGGGTTAGTAGCCGA       CLEC10A -0.2173312292     2
## 2482 CAGAGAGAGCGCCTTG       CLEC10A -0.0762634608     0
## 2483 CTGAAGTCAGACACTT       CLEC10A -0.4408197128     0
## 2484 GGACGTCCAGGTGCCT       CLEC10A -0.2891328522     1
## 2485 AAAGCAAGTGGTGTAG       CLEC10A -0.4424822715     2
## 2486 TCTCATACAGGGCATA       CLEC10A -0.3092389212     0
## 2487 AACTCAGGTACTCGCG       CLEC10A  1.1192653578     2
## 2488 CACATTTGTGAGTATA       CLEC10A -0.4465709308     0
## 2489 ACTTTCAAGGTGTTAA       CLEC10A  2.5000000000     0
## 2490 TGCCCATCAGACGCAA       CLEC10A -0.4953533812     2
## 2491 CTAAGACCAATGCCAT       CLEC10A -0.3614816375     0
## 2492 CGGAGCTCATTTGCTT       CLEC10A  2.1497126362     0
## 2493 GAGCAGATCGACGGAA       CLEC10A  1.0044116621     0
## 2494 TAAACCGAGATCGATA       CLEC10A  0.8761937486     0
## 2495 GTCTCGTGTACATCCA       CLEC10A -0.2599374264     0
## 2496 GTATCTTAGACCCACC       CLEC10A  1.1425606766     1
## 2497 GAGCAGAAGAGCCTAG       CLEC10A  0.8312821537     1
## 2498 GTGCAGCTCACATAGC       CLEC10A -0.4663773876     0
## 2499 CCTATTAGTAAACCTC       CLEC10A -0.4881301209     0
## 2500 AGAGTGGAGTTTAGGA       CLEC10A -0.4681190213     0
## 2501 TACGGGCAGGTGATTA       CLEC10A -0.2065547227     2
## 2502 ACTATCTCAATCTACG       CLEC10A -0.4429332571     0
## 2503 CGAGCCATCAGGCAAG       CLEC10A -0.3293983653     0
## 2504 CGAATGTCAATTGCTG       CLEC10A -0.6623107119     0
## 2505 TACGGTATCGTTACGA       CLEC10A -0.4352633501     0
## 2506 CTGTGCTCAAGGTGTG       CLEC10A -0.3477873554     2
## 2507 CCATGTCGTAACGACG       CLEC10A -0.3856709258     0
## 2508 TGCTGCTAGACACTAA       CLEC10A -0.4421735678     0
## 2509 ACGGGTCTCGCTTAGA       CLEC10A -0.3018139009     2
## 2510 ACGAGGAAGGCTAGCA       CLEC10A -0.2949660986     0
## 2511 GCACTCTGTCGGCACT       CLEC10A  0.0182767487     2
## 2512 ATCATGGGTTTAAGCC       CLEC10A -0.5977499612     0
## 2513 GCATGTAGTAAAGGAG       CLEC10A -0.0832702432     2
## 2514 CAACTAGAGTGGGCTA       CLEC10A -0.3221954942     0
## 2515 AACACGTCAATCAGAA       CLEC10A  0.9113407815     1
## 2516 AAAGTAGGTGTCTGAT       CLEC10A  1.3988623511     1
## 2517 CTCATTATCGCTGATA       CLEC10A -0.8116200655     2
## 2518 TACTCGCCAACGCACC       CLEC10A -0.6496818082     2
## 2519 GGACATTGTCCTGCTT       CLEC10A  2.4536312582     1
## 2520 ACTGAACAGAGCTGGT       CLEC10A -0.4384505179     0
## 2521 CTCGGGAAGTGCAAGC       CLEC10A -0.3863156138     0
## 2522 AGCTCCTAGCATGGCA       CLEC10A -0.4018755385     0
## 2523 TATTACCGTCGACTGC       CLEC10A -0.5557204160     0
## 2524 GAACGGACATTTCACT       CLEC10A -0.5884568049     2
## 2525 CACAAACTCCCGGATG       CLEC10A -0.6562039143     0
## 2526 GCTCCTAAGGGAGTAA       CLEC10A  0.7719386709     2
## 2527 GACTAACCATCACGTA       CLEC10A  2.5000000000     1
## 2528 TACTCGCTCTTAACCT       CLEC10A -0.6149982335     2
## 2529 AGGCCGTCAGGAACGT       CLEC10A  0.7041839253     1
## 2530 CCACTACAGTGCTGCC       CLEC10A -0.1397416798     0
## 2531 ATCCACCCAAGCCGTC       CLEC10A -0.7137421043     2
## 2532 GAGTCCGAGACTGTAA       CLEC10A -0.4595052135     2
## 2533 AAGCCGCCAGAAGCAC       CLEC10A -0.5418275543     0
## 2534 GACACGCCAGATTGCT       CLEC10A -0.2880628416     0
## 2535 CGACTTCAGGCTACGA       CLEC10A -0.6651724666     0
## 2536 GGGTTGCCAGTAAGCG       CLEC10A -0.4378801478     2
## 2537 AGTGAGGGTCAGAATA       CLEC10A  1.0163553523     0
## 2538 GATCTAGCAGCCACCA       CLEC10A -0.7146128805     1
## 2539 ACGAGGACAAGACGTG       CLEC10A -0.3419901463     0
## 2540 CATATGGCAAGCCGCT       CLEC10A -0.2924339162     0
## 2541 TTATGCTCAGACGCTC       CLEC10A -0.7666723571     0
## 2542 AGTGTCAAGTCGCCGT       CLEC10A -0.5853102741     0
## 2543 AAGGCAGGTCTGCCAG       CLEC10A -0.5144194422     2
## 2544 TCAGGATAGCCCGAAA       CLEC10A -0.4199665878     2
## 2545 CCACTACCACTAGTAC       CLEC10A  0.7563136754     1
## 2546 AGCAGCCTCGCCAAAT       CLEC10A -0.5000848778     0
## 2547 CTGCCTATCCATGCTC       CLEC10A -0.4163019119     0
## 2548 GCTGCAGCATAGTAAG       CLEC10A -0.6358346398     0
## 2549 GCGCAGTTCAGTTCGA       CLEC10A -0.4307139264     1
## 2550 GGGCATCGTAGCGCTC       CLEC10A -0.4954521151     2
## 2551 CTAATGGGTTACGTCA       CLEC10A -0.6895515736     0
## 2552 ATTCTACGTTATCGGT       CLEC10A -0.8649079272     0
## 2553 GAAATGATCAGCTGGC       CLEC10A -0.4871786210     0
## 2554 TGCTACCTCGTCCAGG       CLEC10A -0.4891660204     0
## 2555 ACATGGTCACTTACGA       CLEC10A  1.4049751361     0
## 2556 ACTTTCAAGCGTTGCC       CLEC10A -0.6293178805     0
## 2557 CCTACACGTAAACCTC       CLEC10A -0.5841433083     0
## 2558 ATTGGTGAGATCCCAT       CLEC10A -0.3176310656     0
## 2559 CCGGGATCACAGACAG       CLEC10A -0.5370549504     1
## 2560 CAGTAACTCTCTTGAT       CLEC10A -0.6710220992     0
## 2561 ATCTACTCAATAGCGG       CLEC10A -0.6336288650     0
## 2562 ACCCACTGTTAAGAAC       CLEC10A  1.4802221812     1
## 2563 ACATACGTCTGCTTGC       CLEC10A -0.4816396720     0
## 2564 CGTCTACGTTGAACTC       CLEC10A -0.2486978942     0
## 2565 ATTATCCCAGCAGTTT       CLEC10A -0.4112362056     0
## 2566 GAAACTCTCGTTACGA       CLEC10A -0.4532970595     0
## 2567 GATGAAACATCATCCC       CLEC10A -0.5762157325     2
## 2568 CACAGTATCTGTCCGT       CLEC10A -0.2445555952     0
## 2569 TGAAAGAAGGAGCGAG       CLEC10A -0.5256572083     0
## 2570 CCGGTAGAGACCGGAT       CLEC10A -0.5957224011     2
## 2571 TGCGGGTTCTAACCGA       CLEC10A  1.7499637834     1
## 2572 GGCGACTTCGCGCCAA       CLEC10A -0.4577010356     0
## 2573 GGGATGAAGTCGCCGT       CLEC10A  0.9327038858     0
## 2574 GATTCAGGTACAGACG       CLEC10A -0.5425510400     0
## 2575 TAGACCACAAGAAGAG       CLEC10A -0.4743395813     0
## 2576 AATCCAGGTCAGAGGT       CLEC10A -0.6014384642     1
## 2577 TGAGCCGCAATGGACG       CLEC10A -0.2907184126     0
## 2578 CACATAGGTACTCTCC       CLEC10A  1.1969130569     0
## 2579 CATGGCGAGCAATATG       CLEC10A -0.4631563304     1
## 2580 CAGTAACGTTATTCTC       CLEC10A  1.8048938851     1
## 2581 GCGAGAAGTTCCGTCT       CLEC10A -0.5171409104     0
## 2582 TTTACTGGTCCCTTGT       CLEC10A -0.4025488954     1
## 2583 ATCATGGCACGAAATA       CLEC10A -0.4461321573     0
## 2584 CGCCAAGAGGCAGTCA       CLEC10A -0.7060615039     0
## 2585 CGTCCATGTCCAGTAT       CLEC10A -0.5287130225     0
## 2586 TGGCGCATCCATTCTA       CLEC10A -0.3846098263     0
## 2587 CCCATACGTAGCTTGT       CLEC10A -0.3395950281     0
## 2588 GCATGCGGTGCTGTAT       CLEC10A -0.4396479170     0
## 2589 TTCTTAGCATGCTAGT       CLEC10A -0.3221120561     0
## 2590 TGCGCAGAGTGGACGT       CLEC10A  2.5000000000     1
## 2591 ATTATCCGTTGCTCCT       CLEC10A -0.5993474969     0
## 2592 AGAATAGAGACTAGGC       CLEC10A -0.6117974031     2
## 2593 CCTACACAGCTGCAAG       CLEC10A  1.9181966792     1
## 2594 GACAGAGAGTGCTGCC       CLEC10A -0.5788562268     2
## 2595 GTTCGGGTCCCAAGAT       CLEC10A -0.2700721011     2
## 2596 AGTAGTCGTAAGCACG       CLEC10A -0.4342907812     2
## 2597 CTCACACGTACCTACA       CLEC10A -0.7718260969     0
## 2598 GCAGTTAAGTGGGTTG       CLEC10A -0.1668758471     0
## 2599 GTCAAGTCAGCTCGAC       CLEC10A -0.2631432404     2
## 2600 GCTGCGATCCCTAACC       CLEC10A  2.2975384948     1
## 2601 GATCGTATCCCTAACC       CLEC10A -0.5649041241     0
## 2602 TGAGAGGTCCGTAGTA       CLEC10A -0.6829488543     0
## 2603 CTCGTCAGTGCACTTA       CLEC10A -0.4536792724     0
## 2604 AGCATACAGCAAATCA       CLEC10A -0.5705575990     0
## 2605 TCGGGACGTGTCAATC       CLEC10A -0.5842660731     0
## 2606 ATGCGATGTAAACACA       CLEC10A -0.4384837966     0
## 2607 CATGACACACAACGTT       CLEC10A -0.1205160250     0
## 2608 GCTTGAAGTGCTAGCC       CLEC10A  1.4409651022     0
## 2609 TTTGGTTTCTCTTATG       CLEC10A -0.4925252567     0
## 2610 ACACCCTGTGAAATCA       CLEC10A -0.1650724919     2
## 2611 ATCATGGTCCCTCAGT       CLEC10A -0.4016390123     0
## 2612 CCTCTGACAATCAGAA       CLEC10A -0.6880994816     0
## 2613 ACATACGAGACACTAA       CLEC10A -1.0244727424     2
## 2614 TCACAAGTCCGTAGGC       CLEC10A  1.3998439425     1
## 2615 GCAGTTAGTCCAGTGC       CLEC10A  1.6047613129     1
## 2616 AGTGAGGGTTACAGAA       CLEC10A -0.5656672472     2
## 2617 CACACAAGTAATCACC       CLEC10A -0.6343348141     0
## 2618 GATCGCGAGGCTAGAC       CLEC10A -0.3365442510     0
## 2619 CTCGTACTCCTTTCGG       CLEC10A -0.2104955216     0
## 2620 ATCCACCTCGGCGGTT       CLEC10A -0.4851989410     2
## 2621 GAAGCAGAGCTAGTTC       CLEC10A -0.6795905778     1
## 2622 CAGTCCTAGTGTCTCA       CLEC10A -0.3699130691     2
## 2623 CGCTTCACAATGGATA       CLEC10A -0.3576977285     0
## 2624 TCCCGATTCATATCGG       CLEC10A -0.5203036431     0
## 2625 TGTGGTACATATACCG       CLEC10A -0.3895548012     0
## 2626 TACCTTACACTACAGT       CLEC10A  1.9019516609     1
## 2627 GTAGGCCGTCCGTCAG       CLEC10A  1.6422463658     0
## 2628 CAGAATCCAATCAGAA       CLEC10A  1.0541831249     0
## 2629 GGATTACTCTGTGCAA       CLEC10A -0.5910745539     2
## 2630 GTCGTAAGTTTGTTTC       CLEC10A  1.8001680905     2
## 2631 GATCGTAAGCCAGTAG       CLEC10A -0.5831210956     0
## 2632 GACTACAGTTAAAGAC       CLEC10A -0.6722353147     0
## 2633 CATGACACAACACCTA       CLEC10A -0.7790515410     2
## 2634 CACCAGGTCACGCGGT       CLEC10A -0.3883711142     0
## 2635 GTCTTCGTCTGAGTGT       CLEC10A -0.2438911112     2
## 2636 CCTTCGAAGTGGGATC       CLEC10A  0.8891221807     0
## 2637 GTGCGGTGTCCTGCTT       CLEC10A -0.6058390401     0
## 2638 GTCACAACATGCCTTC       CLEC10A  1.5523070336     1
## 2639 CAGAGAGTCAGTCAGT       CLEC10A -0.6271505108     0
## 2640 GTGCGGTGTACTCTCC       CLEC10A -0.5041535294     0
## 2641 CAGCTAATCAAGATCC       CLEC10A -0.6676808927     1
## 2642 CAAGATCGTTGGGACA       CLEC10A -0.7060615039     0
## 2643 TTTATGCCATCACAAC       CLEC10A -0.5867316295     2
## 2644 CGGTTAATCCCAAGTA       CLEC10A  1.9139826976     1
## 2645 TAGCCGGTCCGTAGTA       CLEC10A  2.0269283440     1
## 2646 ACGAGCCGTGTTTGTG       CLEC10A -0.3289124792     2
## 2647 AGCATACCAAACCCAT       CLEC10A -0.3929716585     0
## 2648 GAAATGATCAACACTG       CLEC10A  0.9615208129     0
## 2649 TATCTCACATAACCTG       CLEC10A  1.1003248288     2
## 2650 CCGTACTCACTTCTGC       CLEC10A  1.7265710065     1
## 2651 CTAGAGTTCAGAGGTG       CLEC10A -0.4531084731     0
## 2652 CTGATAGCATACAGCT       CLEC10A -0.5318662717     0
## 2653 TCGAGGCCACGGTAGA       CLEC10A  1.7981043999     1
## 2654 GATCAGTTCACTTATC       CLEC10A -0.3445018348     0
## 2655 GTTTCTAAGCCCTAAT       CLEC10A -0.4276252919     0
## 2656 CAGCTGGAGGAATTAC       CLEC10A -0.8190624003     1
## 2657 AGAGTGGTCGATCCCT       CLEC10A -0.8050044347     0
## 2658 CATGGCGCAACTGCTA       CLEC10A -0.4237134176     0
## 2659 CTGGTCTGTATATGGA       CLEC10A  2.4845824206     1
## 2660 CGTCACTCACAGGAGT       CLEC10A -0.5055008422     0
## 2661 AACTGGTTCAACCAAC       CLEC10A  0.8238229105     1
## 2662 CCATTCGCAGGGAGAG       CLEC10A -0.4039246031     0
## 2663 CATCAGATCTTCAACT       CLEC10A -0.5632870817     0
## 2664 GAATGAATCAGGCAAG       CLEC10A -0.3478274008     0
## 2665 TGTCCCATCGAATGCT       CLEC10A -0.7431401304     0
## 2666 AGTGGGACAGCCAATT       CLEC10A -0.6950740710     0
## 2667 AGAGCTTTCACATGCA       CLEC10A  1.0707566405     0
## 2668 TGCGGGTTCTGCAGTA       CLEC10A -0.7099627113     0
## 2669 GTCGTAAGTCGGCACT       CLEC10A  0.0303689556     0
## 2670 CTCGAGGTCGGAGCAA       CLEC10A -0.5374099309     0
## 2671 CTACACCAGATGAGAG       CLEC10A  2.5000000000     1
## 2672 ACGGCCATCTTACCTA       CLEC10A -0.5780261263     0
## 2673 CCCAGTTCACACCGAC       CLEC10A  0.7771860233     1
## 2674 TCGGGACTCGGATGGA       CLEC10A -0.5584834012     1
## 2675 CATCGGGTCCCGACTT       CLEC10A -0.6201040104     0
## 2676 CTTAACTGTAAGGATT       CLEC10A -0.7481025858     2
## 2677 AACCATGAGCGTAATA       CLEC10A -0.6721214242     2
## 2678 TCAGATGGTCTTCTCG       CLEC10A -0.5826001208     0
## 2679 CTCACACTCCCAACGG       CLEC10A -0.6769937804     0
## 2680 CCATGTCAGGATGGAA       CLEC10A -0.3758226070     0
## 2681 GGGTCTGGTACTTGAC       CLEC10A -0.6289620253     0
## 2682 GGAACTTCACAGTCGC       CLEC10A -0.6639809734     0
## 2683 GACCTGGCACATCCAA       CLEC10A -0.4072455963     2
## 2684 CAGTCCTCAAGACACG       CLEC10A -0.6220173075     1
## 2685 AGATCTGCATATGGTC       CLEC10A -0.3705037129     0
## 2686 CATCAGAGTATTCTCT       CLEC10A  1.9738699035     0
## 2687 TGCACCTTCGATAGAA       CLEC10A -0.5605871021     0
## 2688 CCTACACTCCCAAGTA       CLEC10A -0.5749254720     0
## 2689 ACTTTCATCGTAGATC       CLEC10A  2.4760889369     1
## 2690 TTGCGTCCACCATGTA       CLEC10A  2.3055135717     0
## 2691 AAATGCCAGGTGCTAG       CLEC10A -0.3140053939     0
## 2692 ATGCGATGTCCATCCT       CLEC10A  1.6498174338     1
## 2693 CCAGCGAAGCCACTAT       CLEC10A  1.6757475117     0
## 2694 TACTTGTAGTGTACTC       CLEC10A -0.7810488007     2
## 2695 AGGGATGTCTCGCTTG       CLEC10A  0.9897842752     1
## 2696 TGTCCCAGTATTAGCC       CLEC10A -0.8040398232     0
## 2697 TGCTACCTCGCACTCT       CLEC10A  2.3497879152     1
## 2698 GTAACGTCAGTATAAG       CLEC10A  1.4558678527     1
## 2699 GCGCAACGTTCGTTGA       CLEC10A -0.7799639901     1
## 2700 GCGAGAACATGAGCGA       CLEC10A  0.9194005358     1
## 2701 TGCCCTAGTGCACCAC       CLEC10A -0.6443696560     1
## 2702 CTAGAGTGTAAACACA       CLEC10A -0.4040745510     0
## 2703 AGTAGTCCACCGGAAA       CLEC10A -0.5002144709     0
## 2704 CATATTCTCAGCGATT       CLEC10A -0.9541399372     2
## 2705 GAATGAAGTAACGACG       CLEC10A  1.2585007748     0
## 2706 GATCAGTAGTACTTGC       CLEC10A -0.5585797392     0
## 2707 CAAGAAACAGGATTGG       CLEC10A -0.5626862366     1
## 2708 CCTATTATCAACACTG       CLEC10A -0.5694196229     0
## 2709 CAGCAGCTCTGCGGCA       CLEC10A -0.4746634008     0
## 2710 ATAAGAGAGCTGCGAA       CLEC10A  0.8598587377     1
## 2711 AGATCTGCACCTATCC       CLEC10A -0.7601676160     0
## 2712 GACACGCGTAGAGCTG       CLEC10A -0.5812449559     0
## 2713 TACACGAAGCTAGGCA       CLEC10A -0.6828990372     0
## 2714 AACACGTTCCGAAGAG       CLEC10A -0.5454160792     0
## 2715 TTAACTCGTGTAATGA       CLEC10A  1.9923343757     1
## 2716 TGGCGCAGTTCAGACT       CLEC10A -0.4049413134     2
## 2717 CATCAGAGTCTAGTCA       CLEC10A -0.7835512804     1
## 2718 CTAGAGTAGCATGGCA       CLEC10A -0.9736071777     2
## 2719 TACGGTAAGCGTGAAC       CLEC10A -0.3135875390     2
## 2720 TGACTTTTCGGATGTT       CLEC10A  1.5308966823     1
## 2721 CTCACACTCCTACAGA       CLEC10A -0.5913861996     1
## 2722 CCGTACTCACTGAAGG       CLEC10A -0.2873671668     0
## 2723 ATAACGCGTGGAAAGA       CLEC10A -0.5959585956     0
## 2724 GCTTGAAAGCTAGGCA       CLEC10A  2.5000000000     1
## 2725 AAGTCTGGTGTTGGGA       CLEC10A -0.7324432049     2
## 2726 CGATCGGGTACAGCAG       CLEC10A -0.6483273086     1
## 2727 AGTAGTCTCGATGAGG       CLEC10A -0.4917447787     2
## 2728 CGACCTTCAGACGCTC       CLEC10A  0.8276283843     1
## 2729 GCATACACATGCAACT       CLEC10A -0.5778771600     0
## 2730 TCCCGATTCGCAGGCT       CLEC10A -0.2319737371     2
## 2731 TTAGGCAAGATCGATA       CLEC10A -0.8342005753     1
## 2732 TCGTACCAGGCAAAGA       CLEC10A  0.9055376917     0
## 2733 GGATGTTGTATAGGGC       CLEC10A  0.7348069043     2
## 2734 AATCCAGCAGAGTGTG       CLEC10A -0.4694978770     0
## 2735 CATGCCTCACGGCCAT       CLEC10A -0.5892586617     1
## 2736 CTCGAAACACATGACT       CLEC10A -0.8557040425     2
## 2737 CTGCCTAGTTGCGTTA       CLEC10A -0.6938973648     0
## 2738 GGCGACTAGACAGAGA       CLEC10A  1.8622186962     1
## 2739 TACAGTGGTGTAATGA       CLEC10A  1.6478560776     1
## 2740 ACGAGCCTCTTATCTG       CLEC10A -0.2935551754     2
## 2741 GGGAATGCAAATACAG       CLEC10A  1.0423734940     1
## 2742 TGCACCTGTACCGAGA       CLEC10A -0.8202194349     0
## 2743 ATCATCTTCAGTCAGT       CLEC10A -0.7033876063     0
## 2744 CATATTCGTACAGTTC       CLEC10A -0.8526712801     0
## 2745 GCATGATGTTCCACTC       CLEC10A  1.9497246882     0
## 2746 AAGGCAGTCACGACTA       CLEC10A -0.3734546948     0
## 2747 GAAACTCTCTATCCCG       CLEC10A  1.0510691813     0
## 2748 AGCATACTCTGCTGTC       CLEC10A -0.5977888602     1
## 2749 TGGGCGTCAGCGTTCG       CLEC10A  2.4452691719     1
## 2750 TCGTAGAGTTCGTCTC       CLEC10A -0.3847290265     0
## 2751 GACAGAGGTACCGCTG       CLEC10A  2.3013613452     1
## 2752 TCTCATACACATAACC       CLEC10A -0.8938860616     0
## 2753 TGGGCGTCATTGAGCT       CLEC10A -0.2501313860     0
## 2754 CATGACACATGTCTCC       CLEC10A -0.6953144389     0
## 2755 GAATAAGGTGCACGAA       CLEC10A  1.4300090727     1
## 2756 TGCGCAGCAAGCGAGT       CLEC10A -1.0964846004     0
## 2757 CTTCTCTCAGCCAGAA       CLEC10A -0.5054366132     0
## 2758 AAGCCGCAGTGGCACA       CLEC10A -0.8019340868     0
## 2759 CTCTACGAGTGGACGT       CLEC10A -0.4965632561     2
## 2760 GTCATTTTCTATCCCG       CLEC10A -0.6655982211     2
## 2761 CGAGCACAGCCACTAT       CLEC10A -0.6079898059     1
## 2762 AGTAGTCGTAACGACG       CLEC10A -0.8025074542     0
## 2763 GACGTGCAGAGGGATA       CLEC10A -0.2716663670     0
## 2764 GTCTTCGTCCAACCAA       CLEC10A -0.6027335750     2
## 2765 CAAGGCCTCGCCCTTA       CLEC10A -0.5488201171     0
## 2766 TGTGGTACATGGTTGT       CLEC10A -0.4310356665     2
## 2767 CCTCAGTTCGAATGCT       CLEC10A -1.0033864113     1
## 2768 ACCGTAATCTGAGGGA       CLEC10A  2.3935915360     1
## 2769 GTTAAGCCAGTTCATG       CLEC10A -0.7692391504     0
## 2770 CTGCCTATCAATCTCT       CLEC10A -0.7248204717     0
## 2771 GACGGCTTCTCCAACC       CLEC10A -0.7964632677     0
## 2772 TTTCCTCCAGTTCCCT       CLEC10A -0.7156566385     0
## 2773 GCGCCAAAGCCCTAAT       CLEC10A -0.4092974368     0
## 2774 CCACCTATCCCGACTT       CLEC10A  1.7373713145     1
## 2775 TTTATGCCAGGGCATA       CLEC10A  1.0875015619     1
## 2776 TACAGTGTCGCGGATC       CLEC10A  2.5000000000     0
## 2777 AGCTCTCCACCACGTG       CLEC10A -0.3389482929     0
## 2778 GTGGGTCCATTGAGCT       CLEC10A  2.2511254853     1
## 2779 GGGATGACAGACTCGC       CLEC10A -0.4537817799     0
## 2780 ACACCAAGTTCGGGCT       CLEC10A  2.2985413358     1
## 2781 TGATTTCAGCTATGCT       CLEC10A -0.7403767320     1
## 2782 TGGCCAGAGAGGGCTT       CLEC10A -0.6871486042     2
## 2783 TCGGTAAGTAAAGTCA       CLEC10A -0.6558794279     2
## 2784 TGAAAGAGTCCCTTGT       CLEC10A -0.8804981977     1
## 2785 CCGTGGATCGTTTATC       CLEC10A  0.7611111669     1
## 2786 GAACCTATCCTCAACC       CLEC10A  1.7130029596     0
## 2787 GCGCAGTCATCCAACA       CLEC10A -0.6317524384     1
## 2788 ACATGGTTCGCGCCAA       CLEC10A  1.4836282610     1
## 2789 CTTGGCTGTACGCACC       CLEC10A -0.3221282836     0
## 2790 AGATTGCAGGCCCGTT       CLEC10A -0.5619312122     0
## 2791 AGGCCGTGTTACGGAG       CLEC10A  2.5000000000     1
## 2792 GGTGTTAGTTAAGATG       CLEC10A -0.9535541147     0
## 2793 GGAATAATCCTGTAGA       CLEC10A  1.8600796769     1
## 2794 TATTACCGTATTAGCC       CLEC10A -0.6281033350     1
## 2795 ATAACGCGTTAGTGGG       CLEC10A -0.6166716858     0
## 2796 AAACGGGGTTATCCGA       CLEC10A  1.0356304639     1
## 2797 TGTGGTATCGTTTAGG       CLEC10A  0.7190765791     1
## 2798 ATCACGAGTATGAATG       CLEC10A -0.4016535649     0
## 2799 CAGCAGCTCACCTCGT       CLEC10A -0.8385715402     0
## 2800 CCAATCCGTATTACCG       CLEC10A -0.7826600321     1
## 2801 TTCTACATCACATAGC       CLEC10A -0.6748471131     2
## 2802 TGTCCCATCGTATCAG       CLEC10A -0.3667742293     2
## 2803 AGCTCTCAGTGTTTGC       CLEC10A -0.2740957895     0
## 2804 CAACCTCAGTAACCCT       CLEC10A -0.4984429724     2
## 2805 GTGGGTCAGGTAAACT       CLEC10A -0.3162178549     0
## 2806 TAAGTGCCACGTCAGC       CLEC10A  1.3427032091     1
## 2807 GACCTGGCAGCCACCA       CLEC10A -0.5255826110     0
## 2808 ACAGCCGCAGGATCGA       CLEC10A  1.6449323063     0
## 2809 AACTCCCCAGCTCGCA       CLEC10A -0.4236474764     0
## 2810 GGAAAGCGTCTCTCGT       CLEC10A -0.6006830573     0
## 2811 CGCTTCAAGCAGGTCA       CLEC10A  1.5632578533     1
## 2812 GATCGCGAGAAGGGTA       CLEC10A  2.3848453726     1
## 2813 AAGCCGCCAGGATTGG       CLEC10A -0.6337351939     1
## 2814 ATTGGACGTCGTGGCT       CLEC10A -0.5213862809     0
## 2815 CCCATACCACTAAGTC       CLEC10A -0.8847973713     2
## 2816 TCTCTAATCCCATTTA       CLEC10A  1.7812416658     1
## 2817 TCGTAGAGTGGTACAG       CLEC10A  1.6623542836     1
## 2818 AAACGGGAGAGACGAA       CLEC10A -0.8748367464     0
## 2819 GACTACATCACCACCT       CLEC10A  0.8238190321     2
## 2820 GAAACTCAGTTGAGTA       CLEC10A -0.7619855481     0
## 2821 CCCTCCTTCCTCCTAG       CLEC10A  0.7677306199     1
## 2822 GCGACCATCACGGTTA       CLEC10A -0.2097667561     2
## 2823 TCTCTAAAGAGTCGGT       CLEC10A -0.5660610883     1
## 2824 GGCTCGATCTCACATT       CLEC10A -0.2045811472     0
## 2825 CTGATAGAGGCAGGTT       CLEC10A -0.3203494135     1
## 2826 CATGCCTAGGAGTTTA       CLEC10A  1.9138954210     1
## 2827 TGGCTGGTCAGCCTAA       CLEC10A -0.6768890232     0
## 2828 TCAGATGTCGTTACAG       CLEC10A -0.7682844937     0
## 2829 CAGCTGGGTTATGTGC       CLEC10A -0.5447497680     0
## 2830 GGAACTTAGTCGTACT       CLEC10A -0.7577021554     0
## 2831 CCGGGATCACCGGAAA       CLEC10A  0.7833931207     1
## 2832 CCTTCGATCAAAGACA       CLEC10A -0.6195677854     0
## 2833 CGAGAAGGTATCGCAT       CLEC10A -0.7759087241     0
## 2834 CCTAAAGAGACTGGGT       CLEC10A -0.2854501625     0
## 2835 CAGATCACATTGGCGC       CLEC10A -0.6587156641     1
## 2836 CTAGCCTAGCTGGAAC       CLEC10A -0.1533195672     1
## 2837 ATTGGTGTCTCGTATT       CLEC10A -0.9367262257     2
## 2838 GGGAATGTCAAAGTAG       CLEC10A -0.5941654049     1
## 2839 CCATGTCCACGGCCAT       CLEC10A -0.6733359553     0
## 2840 GGCAATTCATATGGTC       CLEC10A -0.3503379152     0
## 2841 CTGTGCTCATGTCCTC       CLEC10A -0.5469632754     0
## 2842 TTAACTCCAACGCACC       CLEC10A -0.7456555377     0
## 2843 CGAACATAGCGGCTTC       CLEC10A -0.5481218202     0
## 2844 TCGCGTTAGGCACATG       CLEC10A  1.3491781835     1
## 2845 GGGTTGCCAAACTGCT       CLEC10A  0.8815806602     0
## 2846 ATAAGAGCAGGTGCCT       CLEC10A -0.6104953797     1
## 2847 CGGACACGTATTCGTG       CLEC10A -0.9820173252     2
## 2848 CTGATAGTCACGACTA       CLEC10A -0.3373784319     0
## 2849 GAACATCGTGAGTATA       CLEC10A -0.7777354033     2
## 2850 TGCTACCAGTGGTCCC       CLEC10A -0.5944561544     0
## 2851 GCTGGGTAGTCTTGCA       CLEC10A -0.8397532549     0
## 2852 TACGGATGTCTAACGT       CLEC10A  0.6531920591     2
## 2853 TGGGCGTCAATGGATA       CLEC10A  1.7389708738     1
## 2854 CTGCTGTCATTTGCTT       CLEC10A  1.0945080842     2
## 2855 GGGCATCAGCAGCCTC       CLEC10A  1.4874225171     1
## 2856 CGTGAGCAGACTAGAT       CLEC10A -0.4684579102     0
## 2857 CAGCGACCACACCGAC       CLEC10A -0.8514879755     2
## 2858 CCCAATCCAGTTAACC       CLEC10A -0.8141355171     2
## 2859 CAGCGACTCAGCGACC       CLEC10A -0.8501370325     0
## 2860 GAGCAGAAGCTATGCT       CLEC10A -0.8106479790     2
## 2861 CTCTGGTTCACTTCAT       CLEC10A -0.4374117194     0
## 2862 CGCGTTTCAGCTGTGC       CLEC10A  0.9131066100     1
## 2863 GGACGTCCACCTCGGA       CLEC10A -0.5212238435     0
## 2864 TAGTTGGAGAGTTGGC       CLEC10A -0.6806119243     0
## 2865 ATTGGTGTCGGAATCT       CLEC10A -0.6197820471     0
## 2866 GAATGAACACGGCCAT       CLEC10A -0.6890475183     2
## 2867 GTGCATACAAGGTGTG       CLEC10A -0.3727819234     0
## 2868 GGAATAAGTCGGCACT       CLEC10A -1.0802971644     0
## 2869 ACCCACTTCCAAAGTC       CLEC10A -0.4838129936     0
## 2870 ACTATCTCAATTCCTT       CLEC10A -0.7555812218     1
## 2871 AGCATACAGTGGGATC       CLEC10A  0.9705793351     0
## 2872 CTGAAGTGTTTCGCTC       CLEC10A -0.2712549462     1
## 2873 TTCTCAATCAACACAC       CLEC10A -0.4412690120     0
## 2874 CGGAGCTAGAGACGAA       CLEC10A -0.7726828581     0
## 2875 CTGGTCTAGTTTGCGT       CLEC10A -0.1723628025     0
## 2876 AACGTTGAGAGTCGGT       CLEC10A -0.5801136947     2
## 2877 AGGGATGTCTCCAACC       CLEC10A  1.0992837303     1
## 2878 AACCATGAGGTGACCA       CLEC10A -0.5552838561     0
## 2879 ATCTACTTCACATACG       CLEC10A  0.9808996739     0
## 2880 CCTAAAGAGTCTCAAC       CLEC10A -0.4862102251     0
## 2881 ACACCCTAGAGTTGGC       CLEC10A -0.4319195890     2
## 2882 CCGTTCACAGCTGTTA       CLEC10A -0.4443866399     0
## 2883 ATCTACTCAGCAGTTT       CLEC10A -0.4466082387     0
## 2884 AGAGCGAGTCCGTTAA       CLEC10A -0.6823650410     0
## 2885 TCATTACTCCAGAGGA       CLEC10A -0.8106084825     0
## 2886 GTCTCGTCATTAGGCT       CLEC10A -0.5133882949     0
## 2887 TGGGCGTAGGCAGTCA       CLEC10A -0.2560902593     0
## 2888 GTGAAGGCAGACAAAT       CLEC10A -0.8727054550     2
## 2889 GGAAAGCTCACTTATC       CLEC10A  1.9445392142     1
## 2890 CTACATTGTACCCAAT       CLEC10A -0.2467343820     0
## 2891 TTAGGCAGTCAAACTC       CLEC10A -1.1738897377     0
## 2892 TACCTATGTAACGTTC       CLEC10A -0.7543998114     2
## 2893 TGAGCCGGTATTCGTG       CLEC10A  1.6090265579     1
## 2894 GGGATGATCCAGAGGA       CLEC10A -0.7844247021     0
## 2895 TTTCCTCCATCGATTG       CLEC10A  1.3781932146     1
## 2896 AGGGAGTTCCTATTCA       CLEC10A -0.6813508618     0
## 2897 GGTATTGAGAGCCTAG       CLEC10A  1.4214563994     1
## 2898 AACTCTTCACGGCTAC       CLEC10A  1.8506572275     0
## 2899 GACTACATCGTTTAGG       CLEC10A -0.5692791369     0
## 2900 GGGCACTAGTGAAGTT       CLEC10A  0.8447767964     0
## 2901 TTTATGCCAAAGCAAT       CLEC10A -0.4101031239     0
## 2902 CTAGAGTGTGCAACTT       CLEC10A -0.5093768460     2
## 2903 ACCCACTCAGCGAACA       CLEC10A -0.7162518707     0
## 2904 TACGGTACACATCTTT       CLEC10A -0.9898356225     0
## 2905 GCGCGATTCCGAGCCA       CLEC10A -0.5273008569     2
## 2906 CCACGGAAGTTTAGGA       CLEC10A -0.4904319069     2
## 2907 CGTCTACGTCACTGGC       CLEC10A  2.5000000000     1
## 2908 CTGGTCTTCACGGTTA       CLEC10A -0.6403982743     0
## 2909 GTCAAGTGTTCATGGT       CLEC10A -0.6737669150     0
## 2910 TACCTATTCTCTGAGA       CLEC10A -0.7917783682     0
## 2911 CACAAACAGGGAGTAA       CLEC10A  1.1011212678     0
## 2912 CGAATGTCAAGCCCAC       CLEC10A  1.5950730124     2
## 2913 AAACCTGGTAGCCTAT       CLEC10A -0.7448594978     1
## 2914 CTACCCAGTATTAGCC       CLEC10A -0.3940665715     0
## 2915 AGGCCACTCATTCACT       CLEC10A  0.8144058349     1
## 2916 GTTCGGGGTACAGTGG       CLEC10A  0.9327704000     0
## 2917 ACGAGGACAACTTGAC       CLEC10A  1.0930125238     1
## 2918 TAGCCGGGTATATGGA       CLEC10A -0.5079725382     2
## 2919 GGATTACGTCTCTCTG       CLEC10A -0.7325471785     2
## 2920 GGCCGATCATCGATGT       CLEC10A  2.3423232707     1
## 2921 ACATGGTTCGTTGCCT       CLEC10A -0.5640824304     0
## 2922 GGGCATCTCTCCAACC       CLEC10A -0.7644250327     0
## 2923 AACTCAGTCTTGTATC       CLEC10A -0.7837879573     0
## 2924 GGGTCTGTCCTAGAAC       CLEC10A  0.7894937233     0
## 2925 ATTATCCGTGTGCCTG       CLEC10A  1.7542771344     1
## 2926 CCCAATCAGGCTAGCA       CLEC10A -0.5766820071     1
## 2927 CAGCAGCTCAGATAAG       CLEC10A -0.9376379978     0
## 2928 CTTAACTCACCGAAAG       CLEC10A -0.6269855879     0
## 2929 TGGGCGTAGTTGAGAT       CLEC10A  1.9004087678     0
## 2930 AAGCCGCAGGGTATCG       CLEC10A  2.5000000000     1
## 2931 TGCGGGTGTTTACTCT       CLEC10A -0.7383558184     0
## 2932 TCACGAATCCCTCTTT       CLEC10A -0.3641247679     2
## 2933 TCAGATGCATTCACTT       CLEC10A -0.5207250308     0
## 2934 GCGACCAAGATGCCTT       CLEC10A -0.8113618486     2
## 2935 CGTTAGACACAACGTT       CLEC10A -0.9722014283     1
## 2936 GACACGCGTACAAGTA       CLEC10A  2.5000000000     1
## 2937 CACACCTGTCGCGAAA       CLEC10A  1.7065380669     2
## 2938 CTTGGCTCAGCCTATA       CLEC10A -0.5135974695     0
## 2939 CGAGCACTCTGCTGCT       CLEC10A -0.6800075649     2
## 2940 ACTATCTCATGCAACT       CLEC10A  0.9773044247     2
## 2941 GATGAGGTCCGCATAA       CLEC10A -0.5242458299     0
## 2942 AAGGCAGCATGCGCAC       CLEC10A -0.7094974207     0
## 2943 TACTTGTTCTCGTATT       CLEC10A -0.4710777461     2
## 2944 ATTCTACCAGGCTGAA       CLEC10A -0.7872146521     2
## 2945 CGGTTAAAGTTACCCA       CLEC10A -0.7218763941     1
## 2946 AGCGTCGAGATGTCGG       CLEC10A  1.1664576198     2
## 2947 CGACTTCCACGAAACG       CLEC10A -0.5354450435     0
## 2948 AGTGTCAAGTGAAGAG       CLEC10A -0.7285334988     0
## 2949 AAGGCAGCAAGTTCTG       CLEC10A -0.5303298291     1
## 2950 TCGCGTTTCTCGCATC       CLEC10A -0.4996731216     0
## 2951 TTAGGACGTGAGTGAC       CLEC10A -0.6051521061     2
## 2952 ACAGCTACATCATCCC       CLEC10A -0.8219427602     0
## 2953 GACTGCGCAAAGAATC       CLEC10A  0.9379830468     0
## 2954 ACATACGGTTTGACTG       CLEC10A  2.0530693971     1
## 2955 ATCCGAATCTTGCATT       CLEC10A -0.6259212230     2
## 2956 CGTCTACCACATTCGA       CLEC10A  1.1316890303     0
## 2957 ATAAGAGGTCAAGCGA       CLEC10A -0.7065442668     1
## 2958 ACGGGTCCAATCACAC       CLEC10A  0.6359887100     0
## 2959 TAAGCGTCAATTGCTG       CLEC10A -0.6076256276     0
## 2960 ACACCAAAGAGCCTAG       CLEC10A -0.4933657374     0
## 2961 TATGCCCCATCACGTA       CLEC10A  2.5000000000     1
## 2962 CATGGCGCATAACCTG       CLEC10A -0.3082810939     0
## 2963 TACGGTAAGTTTCCTT       CLEC10A -0.8914386641     2
## 2964 GGAGCAAGTAATCACC       CLEC10A -0.5895313877     0
## 2965 GGGCATCCACATCCGG       CLEC10A  0.7272368427     0
## 2966 AGTGAGGGTTGCTCCT       CLEC10A -0.9365130026     2
## 2967 GAAATGAAGTGGGCTA       CLEC10A -0.6262068457     2
## 2968 GATCGTACAATAGCAA       CLEC10A  1.0686141763     0
## 2969 GTAGTCAGTTTAGCTG       CLEC10A -0.4026175724     1
## 2970 TCACAAGGTGACGCCT       CLEC10A -0.8653153615     2
## 2971 GTCATTTTCCGCATCT          CD1C -0.0873778435     0
## 2972 ATAAGAGAGGAGTTGC          CD1C -0.0407364232     1
## 2973 CATTATCCATGGTCTA          CD1C -0.3982639220     0
## 2974 CTTAGGAGTGGCGAAT          CD1C -0.2504586796     0
## 2975 CATCAGAAGCACCGCT          CD1C -0.0285005087     2
## 2976 GCGGGTTAGTAGCCGA          CD1C -0.2836132334     2
## 2977 CAGAGAGAGCGCCTTG          CD1C -0.2027788245     0
## 2978 CTGAAGTCAGACACTT          CD1C -0.4167413395     0
## 2979 GGACGTCCAGGTGCCT          CD1C  2.2702514865     1
## 2980 AAAGCAAGTGGTGTAG          CD1C -0.4533584204     2
## 2981 TCTCATACAGGGCATA          CD1C -0.3390339516     0
## 2982 AACTCAGGTACTCGCG          CD1C -0.1771837212     2
## 2983 CACATTTGTGAGTATA          CD1C -0.4121295790     0
## 2984 ACTTTCAAGGTGTTAA          CD1C -0.3401872241     0
## 2985 TGCCCATCAGACGCAA          CD1C -0.4355594118     2
## 2986 CTAAGACCAATGCCAT          CD1C -0.3693199810     0
## 2987 CGGAGCTCATTTGCTT          CD1C  1.4590150844     0
## 2988 GAGCAGATCGACGGAA          CD1C -0.2883088402     0
## 2989 TAAACCGAGATCGATA          CD1C  1.4837442389     0
## 2990 GTCTCGTGTACATCCA          CD1C -0.3119324762     0
## 2991 GTATCTTAGACCCACC          CD1C  1.7390336709     1
## 2992 GAGCAGAAGAGCCTAG          CD1C -0.4360717996     1
## 2993 GTGCAGCTCACATAGC          CD1C -0.3982884010     0
## 2994 CCTATTAGTAAACCTC          CD1C -0.4200199357     0
## 2995 AGAGTGGAGTTTAGGA          CD1C -0.4020027243     0
## 2996 TACGGGCAGGTGATTA          CD1C -0.1699603642     2
## 2997 ACTATCTCAATCTACG          CD1C -0.3489404746     0
## 2998 CGAGCCATCAGGCAAG          CD1C -0.2911450827     0
## 2999 CGAATGTCAATTGCTG          CD1C -0.5453815970     0
## 3000 TACGGTATCGTTACGA          CD1C -0.3661705382     0
## 3001 CTGTGCTCAAGGTGTG          CD1C -0.2946836348     2
## 3002 CCATGTCGTAACGACG          CD1C -0.3264767166     0
## 3003 TGCTGCTAGACACTAA          CD1C -0.4104505219     0
## 3004 ACGGGTCTCGCTTAGA          CD1C -0.2446686552     2
## 3005 ACGAGGAAGGCTAGCA          CD1C -0.2538593420     0
## 3006 GCACTCTGTCGGCACT          CD1C  0.0348744469     2
## 3007 ATCATGGGTTTAAGCC          CD1C -0.5144049968     0
## 3008 GCATGTAGTAAAGGAG          CD1C -0.0682881072     2
## 3009 CAACTAGAGTGGGCTA          CD1C -0.2529671344     0
## 3010 AACACGTCAATCAGAA          CD1C  2.5000000000     1
## 3011 AAAGTAGGTGTCTGAT          CD1C -0.5208029999     1
## 3012 CTCATTATCGCTGATA          CD1C -0.6235705867     2
## 3013 TACTCGCCAACGCACC          CD1C -0.5165169190     2
## 3014 GGACATTGTCCTGCTT          CD1C  2.5000000000     1
## 3015 ACTGAACAGAGCTGGT          CD1C -0.3415697207     0
## 3016 CTCGGGAAGTGCAAGC          CD1C -0.3049299399     0
## 3017 AGCTCCTAGCATGGCA          CD1C -0.3252739322     0
## 3018 TATTACCGTCGACTGC          CD1C -0.4083926148     0
## 3019 GAACGGACATTTCACT          CD1C -0.4446743828     2
## 3020 CACAAACTCCCGGATG          CD1C -0.5300694505     0
## 3021 GCTCCTAAGGGAGTAA          CD1C -0.5273837883     2
## 3022 GACTAACCATCACGTA          CD1C  2.5000000000     1
## 3023 TACTCGCTCTTAACCT          CD1C -0.4874871684     2
## 3024 AGGCCGTCAGGAACGT          CD1C -0.5929536218     1
## 3025 CCACTACAGTGCTGCC          CD1C -0.0812274977     0
## 3026 ATCCACCCAAGCCGTC          CD1C -0.5510215645     2
## 3027 GAGTCCGAGACTGTAA          CD1C -0.3376478464     2
## 3028 AAGCCGCCAGAAGCAC          CD1C -0.4156440004     0
## 3029 GACACGCCAGATTGCT          CD1C  1.8852242898     0
## 3030 CGACTTCAGGCTACGA          CD1C  2.4450923801     0
## 3031 GGGTTGCCAGTAAGCG          CD1C -0.3406166927     2
## 3032 AGTGAGGGTCAGAATA          CD1C -0.3382416713     0
## 3033 GATCTAGCAGCCACCA          CD1C -0.5623647730     1
## 3034 ACGAGGACAAGACGTG          CD1C -0.2365370218     0
## 3035 CATATGGCAAGCCGCT          CD1C -0.2160308150     0
## 3036 TTATGCTCAGACGCTC          CD1C -0.6225164771     0
## 3037 AGTGTCAAGTCGCCGT          CD1C -0.4393784801     0
## 3038 AAGGCAGGTCTGCCAG          CD1C -0.3701487415     2
## 3039 TCAGGATAGCCCGAAA          CD1C -0.3014784223     2
## 3040 CCACTACCACTAGTAC          CD1C -0.5505389190     1
## 3041 AGCAGCCTCGCCAAAT          CD1C -0.3750846426     0
## 3042 CTGCCTATCCATGCTC          CD1C -0.2961034709     0
## 3043 GCTGCAGCATAGTAAG          CD1C -0.4964546914     0
## 3044 GCGCAGTTCAGTTCGA          CD1C  1.7895075858     1
## 3045 GGGCATCGTAGCGCTC          CD1C -0.3853592286     2
## 3046 CTAATGGGTTACGTCA          CD1C -0.5462491506     0
## 3047 ATTCTACGTTATCGGT          CD1C -0.7054129789     0
## 3048 GAAATGATCAGCTGGC          CD1C -0.3770174450     0
## 3049 TGCTACCTCGTCCAGG          CD1C -0.3691554684     0
## 3050 ACATGGTCACTTACGA          CD1C -0.5541910700     0
## 3051 ACTTTCAAGCGTTGCC          CD1C -0.4836435601     0
## 3052 CCTACACGTAAACCTC          CD1C -0.4439887268     0
## 3053 ATTGGTGAGATCCCAT          CD1C -0.2361318542     0
## 3054 CCGGGATCACAGACAG          CD1C -0.3953134283     1
## 3055 CAGTAACTCTCTTGAT          CD1C -0.5010531392     0
## 3056 ATCTACTCAATAGCGG          CD1C -0.5005362743     0
## 3057 ACCCACTGTTAAGAAC          CD1C -0.5105874799     1
## 3058 ACATACGTCTGCTTGC          CD1C -0.3308823795     0
## 3059 CGTCTACGTTGAACTC          CD1C -0.1813942437     0
## 3060 ATTATCCCAGCAGTTT          CD1C -0.2886897897     0
## 3061 GAAACTCTCGTTACGA          CD1C -0.3435227853     0
## 3062 GATGAAACATCATCCC          CD1C -0.4184470605     2
## 3063 CACAGTATCTGTCCGT          CD1C -0.1297420990     0
## 3064 TGAAAGAAGGAGCGAG          CD1C -0.3824317672     0
## 3065 CCGGTAGAGACCGGAT          CD1C -0.4815250287     2
## 3066 TGCGGGTTCTAACCGA          CD1C -0.2542277928     1
## 3067 GGCGACTTCGCGCCAA          CD1C -0.3051449740     0
## 3068 GGGATGAAGTCGCCGT          CD1C -0.4225851238     0
## 3069 GATTCAGGTACAGACG          CD1C -0.4169134459     0
## 3070 TAGACCACAAGAAGAG          CD1C -0.3559838215     0
## 3071 AATCCAGGTCAGAGGT          CD1C  1.6385996165     1
## 3072 TGAGCCGCAATGGACG          CD1C  1.9428385078     0
## 3073 CACATAGGTACTCTCC          CD1C -0.1945203446     0
## 3074 CATGGCGAGCAATATG          CD1C  2.5000000000     1
## 3075 CAGTAACGTTATTCTC          CD1C -0.2640122136     1
## 3076 GCGAGAAGTTCCGTCT          CD1C -0.3984704471     0
## 3077 TTTACTGGTCCCTTGT          CD1C -0.2994233120     1
## 3078 ATCATGGCACGAAATA          CD1C -0.3119165744     0
## 3079 CGCCAAGAGGCAGTCA          CD1C -0.5268904444     0
## 3080 CGTCCATGTCCAGTAT          CD1C -0.3708875176     0
## 3081 TGGCGCATCCATTCTA          CD1C -0.2543687489     0
## 3082 CCCATACGTAGCTTGT          CD1C -0.2806097755     0
## 3083 GCATGCGGTGCTGTAT          CD1C -0.3322887624     0
## 3084 TTCTTAGCATGCTAGT          CD1C -0.2249894235     0
## 3085 TGCGCAGAGTGGACGT          CD1C -0.6083861430     1
## 3086 ATTATCCGTTGCTCCT          CD1C -0.3985439312     0
## 3087 AGAATAGAGACTAGGC          CD1C  1.6168253582     2
## 3088 CCTACACAGCTGCAAG          CD1C -0.4759739579     1
## 3089 GACAGAGAGTGCTGCC          CD1C -0.4220166091     2
## 3090 GTTCGGGTCCCAAGAT          CD1C -0.1489216434     2
## 3091 AGTAGTCGTAAGCACG          CD1C -0.3134795758     2
## 3092 CTCACACGTACCTACA          CD1C -0.5879174464     0
## 3093 GCAGTTAAGTGGGTTG          CD1C -0.0660699824     0
## 3094 GTCAAGTCAGCTCGAC          CD1C -0.1582265286     2
## 3095 GCTGCGATCCCTAACC          CD1C  2.5000000000     1
## 3096 GATCGTATCCCTAACC          CD1C -0.4111656526     0
## 3097 TGAGAGGTCCGTAGTA          CD1C -0.5154967999     0
## 3098 CTCGTCAGTGCACTTA          CD1C -0.3140131282     0
## 3099 AGCATACAGCAAATCA          CD1C -0.4204683649     0
## 3100 TCGGGACGTGTCAATC          CD1C -0.4440026415     0
## 3101 ATGCGATGTAAACACA          CD1C -0.3199554558     0
## 3102 CATGACACACAACGTT          CD1C -0.0079851360     0
## 3103 GCTTGAAGTGCTAGCC          CD1C  0.0124472416     0
## 3104 TTTGGTTTCTCTTATG          CD1C -0.3743587576     0
## 3105 ACACCCTGTGAAATCA          CD1C -0.0356860717     2
## 3106 ATCATGGTCCCTCAGT          CD1C -0.2615221427     0
## 3107 CCTCTGACAATCAGAA          CD1C -0.4886313036     0
## 3108 ACATACGAGACACTAA          CD1C -0.7818667355     2
## 3109 TCACAAGTCCGTAGGC          CD1C  1.6027298747     1
## 3110 GCAGTTAGTCCAGTGC          CD1C -0.4062303300     1
## 3111 AGTGAGGGTTACAGAA          CD1C -0.3851162555     2
## 3112 CACACAAGTAATCACC          CD1C -0.4779372245     0
## 3113 GATCGCGAGGCTAGAC          CD1C -0.2001525898     0
## 3114 CTCGTACTCCTTTCGG          CD1C -0.0894622389     0
## 3115 ATCCACCTCGGCGGTT          CD1C -0.2996034481     2
## 3116 GAAGCAGAGCTAGTTC          CD1C -0.4815598000     1
## 3117 CAGTCCTAGTGTCTCA          CD1C -0.2217843365     2
## 3118 CGCTTCACAATGGATA          CD1C -0.2210903482     0
## 3119 TCCCGATTCATATCGG          CD1C  1.7338561414     0
## 3120 TGTGGTACATATACCG          CD1C -0.2484160781     0
## 3121 TACCTTACACTACAGT          CD1C  1.6505661154     1
## 3122 GTAGGCCGTCCGTCAG          CD1C -0.3887208613     0
## 3123 CAGAATCCAATCAGAA          CD1C -0.3132105792     0
## 3124 GGATTACTCTGTGCAA          CD1C  1.7157730890     2
## 3125 GTCGTAAGTTTGTTTC          CD1C -0.2359218457     2
## 3126 GATCGTAAGCCAGTAG          CD1C -0.4113322334     0
## 3127 GACTACAGTTAAAGAC          CD1C  1.7222266479     0
## 3128 CATGACACAACACCTA          CD1C -0.5436872822     2
## 3129 CACCAGGTCACGCGGT          CD1C -0.2306320999     0
## 3130 GTCTTCGTCTGAGTGT          CD1C -0.1118538870     2
## 3131 CCTTCGAAGTGGGATC          CD1C -0.4927493453     0
## 3132 GTGCGGTGTCCTGCTT          CD1C -0.4131752451     0
## 3133 GTCACAACATGCCTTC          CD1C  1.7424269615     1
## 3134 CAGAGAGTCAGTCAGT          CD1C -0.4585632784     0
## 3135 GTGCGGTGTACTCTCC          CD1C -0.3542842538     0
## 3136 CAGCTAATCAAGATCC          CD1C  1.7430900863     1
## 3137 CAAGATCGTTGGGACA          CD1C -0.5268904444     0
## 3138 TTTATGCCATCACAAC          CD1C -0.4061612723     2
## 3139 CGGTTAATCCCAAGTA          CD1C -0.5029109755     1
## 3140 TAGCCGGTCCGTAGTA          CD1C -0.4568314582     1
## 3141 ACGAGCCGTGTTTGTG          CD1C -0.2014826510     2
## 3142 AGCATACCAAACCCAT          CD1C -0.2534849299     0
## 3143 GAAATGATCAACACTG          CD1C -0.4266327047     0
## 3144 TATCTCACATAACCTG          CD1C -0.2868392859     2
## 3145 CCGTACTCACTTCTGC          CD1C  1.9430854909     1
## 3146 CTAGAGTTCAGAGGTG          CD1C -0.3032973539     0
## 3147 CTGATAGCATACAGCT          CD1C -0.3757287326     0
## 3148 TCGAGGCCACGGTAGA          CD1C  2.5000000000     1
## 3149 GATCAGTTCACTTATC          CD1C -0.2356667406     0
## 3150 GTTTCTAAGCCCTAAT          CD1C -0.2988822479     0
## 3151 CAGCTGGAGGAATTAC          CD1C -0.6073412774     1
## 3152 AGAGTGGTCGATCCCT          CD1C -0.5979645678     0
## 3153 CATGGCGCAACTGCTA          CD1C -0.2929254388     0
## 3154 CTGGTCTGTATATGGA          CD1C  2.5000000000     1
## 3155 CGTCACTCACAGGAGT          CD1C -0.3512112126     0
## 3156 AACTGGTTCAACCAAC          CD1C -0.5414595451     1
## 3157 CCATTCGCAGGGAGAG          CD1C -0.2357743839     0
## 3158 CATCAGATCTTCAACT          CD1C  1.8513301492     0
## 3159 GAATGAATCAGGCAAG          CD1C -0.2235265521     0
## 3160 TGTCCCATCGAATGCT          CD1C -0.5402135317     0
## 3161 AGTGGGACAGCCAATT          CD1C -0.4937331768     0
## 3162 AGAGCTTTCACATGCA          CD1C -0.3372392058     0
## 3163 TGCGGGTTCTGCAGTA          CD1C -0.5046560900     0
## 3164 GTCGTAAGTCGGCACT          CD1C  0.0889709739     0
## 3165 CTCGAGGTCGGAGCAA          CD1C -0.3635699056     0
## 3166 CTACACCAGATGAGAG          CD1C -0.4375234957     1
## 3167 ACGGCCATCTTACCTA          CD1C -0.3935783195     0
## 3168 CCCAGTTCACACCGAC          CD1C -0.5942990449     1
## 3169 TCGGGACTCGGATGGA          CD1C  1.9865174047     1
## 3170 CATCGGGTCCCGACTT          CD1C -0.4079029528     0
## 3171 CTTAACTGTAAGGATT          CD1C -0.5271844193     2
## 3172 AACCATGAGCGTAATA          CD1C -0.4695839979     2
## 3173 TCAGATGGTCTTCTCG          CD1C -0.3943047308     0
## 3174 CTCACACTCCCAACGG          CD1C -0.4590558217     0
## 3175 CCATGTCAGGATGGAA          CD1C -0.2143621596     0
## 3176 GGGTCTGGTACTTGAC          CD1C -0.4432736850     0
## 3177 GGAACTTCACAGTCGC          CD1C -0.4624622774     0
## 3178 GACCTGGCACATCCAA          CD1C -0.2442601724     2
## 3179 CAGTCCTCAAGACACG          CD1C  1.9025948208     1
## 3180 AGATCTGCATATGGTC          CD1C -0.2072824274     0
## 3181 CATCAGAGTATTCTCT          CD1C -0.5217929827     0
## 3182 TGCACCTTCGATAGAA          CD1C -0.3825712936     0
## 3183 CCTACACTCCCAAGTA          CD1C -0.4043470647     0
## 3184 ACTTTCATCGTAGATC          CD1C  1.8901323791     1
## 3185 TTGCGTCCACCATGTA          CD1C  1.7690602855     0
## 3186 AAATGCCAGGTGCTAG          CD1C -0.1891623415     0
## 3187 ATGCGATGTCCATCCT          CD1C -0.4273040577     1
## 3188 CCAGCGAAGCCACTAT          CD1C -0.4109250287     0
## 3189 TACTTGTAGTGTACTC          CD1C -0.5873165369     2
## 3190 AGGGATGTCTCGCTTG          CD1C -0.4235960629     1
## 3191 TGTCCCAGTATTAGCC          CD1C -0.5960264105     0
## 3192 TGCTACCTCGCACTCT          CD1C  1.6102760990     1
## 3193 GTAACGTCAGTATAAG          CD1C -0.5830490448     1
## 3194 GCGCAACGTTCGTTGA          CD1C  2.5000000000     1
## 3195 GCGAGAACATGAGCGA          CD1C -0.4733284759     1
## 3196 TGCCCTAGTGCACCAC          CD1C -0.4499477763     1
## 3197 CTAGAGTGTAAACACA          CD1C -0.2170238042     0
## 3198 AGTAGTCCACCGGAAA          CD1C -0.3203062135     0
## 3199 CATATTCTCAGCGATT          CD1C -0.7009619560     2
## 3200 GAATGAAGTAACGACG          CD1C -0.1861507274     0
## 3201 GATCAGTAGTACTTGC          CD1C -0.3694177136     0
## 3202 CAAGAAACAGGATTGG          CD1C -0.3655960166     1
## 3203 CCTATTATCAACACTG          CD1C -0.4015265874     0
## 3204 CAGCAGCTCTGCGGCA          CD1C -0.2894924881     0
## 3205 ATAAGAGAGCTGCGAA          CD1C  2.5000000000     1
## 3206 AGATCTGCACCTATCC          CD1C -0.5405502139     0
## 3207 GACACGCGTAGAGCTG          CD1C -0.3923056078     0
## 3208 TACACGAAGCTAGGCA          CD1C -0.4738255377     0
## 3209 AACACGTTCCGAAGAG          CD1C -0.3752726421     0
## 3210 TTAACTCGTGTAATGA          CD1C  1.7485352885     1
## 3211 TGGCGCAGTTCAGACT          CD1C  2.0305420766     2
## 3212 CATCAGAGTCTAGTCA          CD1C -0.5662688671     1
## 3213 CTAGAGTAGCATGGCA          CD1C -0.7197988925     2
## 3214 TACGGTAAGCGTGAAC          CD1C -0.1456996969     2
## 3215 TGACTTTTCGGATGTT          CD1C -0.5408916111     1
## 3216 CTCACACTCCTACAGA          CD1C -0.3919453089     1
## 3217 CCGTACTCACTGAAGG          CD1C -0.1682773604     0
## 3218 ATAACGCGTGGAAAGA          CD1C -0.4384429876     0
## 3219 GCTTGAAAGCTAGGCA          CD1C -0.3043123236     1
## 3220 AAGTCTGGTGTTGGGA          CD1C -0.5216743993     2
## 3221 CGATCGGGTACAGCAG          CD1C  1.8804143198     1
## 3222 AGTAGTCTCGATGAGG          CD1C -0.3127159835     2
## 3223 CGACCTTCAGACGCTC          CD1C  2.5000000000     1
## 3224 GCATACACATGCAACT          CD1C -0.3682148609     0
## 3225 TCCCGATTCGCAGGCT          CD1C -0.0685916898     2
## 3226 TTAGGCAAGATCGATA          CD1C -0.6295314203     1
## 3227 TCGTACCAGGCAAAGA          CD1C -0.4809645835     0
## 3228 GGATGTTGTATAGGGC          CD1C -0.6219740622     2
## 3229 AATCCAGCAGAGTGTG          CD1C -0.2824530998     0
## 3230 CATGCCTCACGGCCAT          CD1C  2.0201486723     1
## 3231 CTCGAAACACATGACT          CD1C -0.6061039364     2
## 3232 CTGCCTAGTTGCGTTA          CD1C -0.4671138299     0
## 3233 GGCGACTAGACAGAGA          CD1C -0.2619140502     1
## 3234 TACAGTGGTGTAATGA          CD1C -0.4406767461     1
## 3235 ACGAGCCTCTTATCTG          CD1C -0.1307033533     2
## 3236 GGGAATGCAAATACAG          CD1C -0.3916210261     1
## 3237 TGCACCTGTACCGAGA          CD1C -0.5917628066     0
## 3238 ATCATCTTCAGTCAGT          CD1C -0.4814796118     0
## 3239 CATATTCGTACAGTTC          CD1C -0.6086424996     0
## 3240 GCATGATGTTCCACTC          CD1C  1.7639195116     0
## 3241 AAGGCAGTCACGACTA          CD1C -0.1967528253     0
## 3242 GAAACTCTCTATCCCG          CD1C -0.3630963831     0
## 3243 AGCATACTCTGCTGTC          CD1C  1.8934874707     1
## 3244 TGGGCGTCAGCGTTCG          CD1C -0.1371601507     1
## 3245 TCGTAGAGTTCGTCTC          CD1C -0.2296973527     0
## 3246 GACAGAGGTACCGCTG          CD1C  1.8218183838     1
## 3247 TCTCATACACATAACC          CD1C -0.6731519367     0
## 3248 TGGGCGTCATTGAGCT          CD1C -0.0872187176     0
## 3249 CATGACACATGTCTCC          CD1C -0.4939407447     0
## 3250 GAATAAGGTGCACGAA          CD1C -0.6086842317     1
## 3251 TGCGCAGCAAGCGAGT          CD1C -0.8011343982     0
## 3252 CTTCTCTCAGCCAGAA          CD1C -0.3271182007     0
## 3253 AAGCCGCAGTGGCACA          CD1C -0.5599476058     0
## 3254 CTCTACGAGTGGACGT          CD1C  2.0989737051     2
## 3255 GTCATTTTCTATCCCG          CD1C -0.4420316408     2
## 3256 CGAGCACAGCCACTAT          CD1C -0.3860216889     1
## 3257 AGTAGTCGTAACGACG          CD1C -0.5610874179     0
## 3258 GACGTGCAGAGGGATA          CD1C -0.1406280815     0
## 3259 GTCTTCGTCCAACCAA          CD1C -0.4083752937     2
## 3260 CAAGGCCTCGCCCTTA          CD1C -0.3463463049     0
## 3261 TGTGGTACATGGTTGT          CD1C -0.2292541185     2
## 3262 CCTCAGTTCGAATGCT          CD1C -0.7369494134     1
## 3263 ACCGTAATCTGAGGGA          CD1C  2.5000000000     1
## 3264 GTTAAGCCAGTTCATG          CD1C -0.5487522579     0
## 3265 CTGCCTATCAATCTCT          CD1C -0.4964880754     0
## 3266 GACGGCTTCTCCAACC          CD1C -0.5582625530     0
## 3267 TTTCCTCCAGTTCCCT          CD1C -0.5073626871     0
## 3268 GCGCCAAAGCCCTAAT          CD1C -0.2431769889     0
## 3269 CCACCTATCCCGACTT          CD1C  1.9921104010     1
## 3270 TTTATGCCAGGGCATA          CD1C  2.5000000000     1
## 3271 TACAGTGTCGCGGATC          CD1C -0.3519502436     0
## 3272 AGCTCTCCACCACGTG          CD1C -0.1635474705     0
## 3273 GTGGGTCCATTGAGCT          CD1C  2.0295837106     1
## 3274 GGGATGACAGACTCGC          CD1C -0.2619742460     0
## 3275 ACACCAAGTTCGGGCT          CD1C  2.0718363576     1
## 3276 TGATTTCAGCTATGCT          CD1C  1.8181040843     1
## 3277 TGGCCAGAGAGGGCTT          CD1C -0.4807186439     2
## 3278 TCGGTAAGTAAAGTCA          CD1C -0.4497561826     2
## 3279 TGAAAGAGTCCCTTGT          CD1C -0.6336852931     1
## 3280 CCGTGGATCGTTTATC          CD1C  1.7723189912     1
## 3281 GAACCTATCCTCAACC          CD1C  1.9369436256     0
## 3282 GCGCAGTCATCCAACA          CD1C -0.4143700442     1
## 3283 ACATGGTTCGCGCCAA          CD1C  2.5000000000     1
## 3284 CTTGGCTGTACGCACC          CD1C -0.1774809290     0
## 3285 AGATTGCAGGCCCGTT          CD1C -0.3742459074     0
## 3286 AGGCCGTGTTACGGAG          CD1C -0.0338920007     1
## 3287 GGTGTTAGTTAAGATG          CD1C -0.6871018805     0
## 3288 GGAATAATCCTGTAGA          CD1C  2.5000000000     1
## 3289 TATTACCGTATTAGCC          CD1C -0.4042194504     1
## 3290 ATAACGCGTTAGTGGG          CD1C -0.3982158503     0
## 3291 AAACGGGGTTATCCGA          CD1C -0.4183064478     1
## 3292 TGTGGTATCGTTTAGG          CD1C -0.6750949503     1
## 3293 ATCACGAGTATGAATG          CD1C -0.1931059824     0
## 3294 CAGCAGCTCACCTCGT          CD1C -0.5997823034     0
## 3295 CCAATCCGTATTACCG          CD1C -0.5426589616     1
## 3296 TTCTACATCACATAGC          CD1C -0.4297569148     2
## 3297 TGTCCCATCGTATCAG          CD1C -0.1775376707     2
## 3298 AGCTCTCAGTGTTTGC          CD1C -0.1103075355     0
## 3299 CAACCTCAGTAACCCT          CD1C -0.3003568732     2
## 3300 GTGGGTCAGGTAAACT          CD1C -0.1524838819     0
## 3301 TAAGTGCCACGTCAGC          CD1C -0.1445157381     1
## 3302 GACCTGGCAGCCACCA          CD1C -0.3326344924     0
## 3303 ACAGCCGCAGGATCGA          CD1C -0.4389888183     0
## 3304 AACTCCCCAGCTCGCA          CD1C -0.2346626338     0
## 3305 GGAAAGCGTCTCTCGT          CD1C -0.4334971670     0
## 3306 CGCTTCAAGCAGGTCA          CD1C -0.5325965869     1
## 3307 GATCGCGAGAAGGGTA          CD1C  1.9016468868     1
## 3308 AAGCCGCCAGGATTGG          CD1C -0.4121220282     1
## 3309 ATTGGACGTCGTGGCT          CD1C -0.3268925331     0
## 3310 CCCATACCACTAAGTC          CD1C -0.6155706126     2
## 3311 TCTCTAATCCCATTTA          CD1C  2.5000000000     1
## 3312 TCGTAGAGTGGTACAG          CD1C -0.4178407588     1
## 3313 AAACGGGAGAGACGAA          CD1C  1.6942338161     0
## 3314 GACTACATCACCACCT          CD1C -0.5895811566     2
## 3315 GAAACTCAGTTGAGTA          CD1C -0.5104384032     0
## 3316 CCCTCCTTCCTCCTAG          CD1C  1.6715743257     1
## 3317 GCGACCATCACGGTTA          CD1C -0.0014320282     2
## 3318 TCTCTAAAGAGTCGGT          CD1C -0.3853642559     1
## 3319 GGCTCGATCTCACATT          CD1C -0.0657511548     0
## 3320 CTGATAGAGGCAGGTT          CD1C -0.1473944559     1
## 3321 CATGCCTAGGAGTTTA          CD1C -0.2085292432     1
## 3322 TGGCTGGTCAGCCTAA          CD1C -0.4373223569     0
## 3323 TCAGATGTCGTTACAG          CD1C -0.5395469642     0
## 3324 CAGCTGGGTTATGTGC          CD1C -0.3238592229     0
## 3325 GGAACTTAGTCGTACT          CD1C -0.5160413991     0
## 3326 CCGGGATCACCGGAAA          CD1C -0.6097082371     1
## 3327 CCTTCGATCAAAGACA          CD1C -0.4022824185     0
## 3328 CGAGAAGGTATCGCAT          CD1C -0.5385787823     0
## 3329 CCTAAAGAGACTGGGT          CD1C -0.1479260761     0
## 3330 CAGATCACATTGGCGC          CD1C -0.4274310616     1
## 3331 CTAGCCTAGCTGGAAC          CD1C  0.0066973334     1
## 3332 ATTGGTGTCTCGTATT          CD1C -0.6642814792     2
## 3333 GGGAATGTCAAAGTAG          CD1C -0.3811752726     1
## 3334 CCATGTCCACGGCCAT          CD1C -0.4480688154     0
## 3335 GGCAATTCATATGGTC          CD1C -0.1743038685     0
## 3336 CTGTGCTCATGTCCTC          CD1C -0.3531237512     0
## 3337 TTAACTCCAACGCACC          CD1C -0.4981787082     0
## 3338 CGAACATAGCGGCTTC          CD1C -0.3279684047     0
## 3339 TCGCGTTAGGCACATG          CD1C  2.5000000000     1
## 3340 GGGTTGCCAAACTGCT          CD1C -0.5538217305     0
## 3341 ATAAGAGCAGGTGCCT          CD1C -0.3992371035     1
## 3342 CGGACACGTATTCGTG          CD1C -0.6812887617     2
## 3343 CTGATAGTCACGACTA          CD1C -0.1582316203     0
## 3344 GAACATCGTGAGTATA          CD1C -0.5413534692     2
## 3345 TGCTACCAGTGGTCCC          CD1C  2.0019191446     0
## 3346 GCTGGGTAGTCTTGCA          CD1C -0.5938954227     0
## 3347 TACGGATGTCTAACGT          CD1C -0.7387904284     2
## 3348 TGGGCGTCAATGGATA          CD1C -0.7327461147     1
## 3349 CTGCTGTCATTTGCTT          CD1C -0.3895194512     2
## 3350 GGGCATCAGCAGCCTC          CD1C  2.3741191094     1
## 3351 CGTGAGCAGACTAGAT          CD1C -0.2813708488     0
## 3352 CAGCGACCACACCGAC          CD1C -0.5831226293     2
## 3353 CCCAATCCAGTTAACC          CD1C -0.5658791613     2
## 3354 CAGCGACTCAGCGACC          CD1C -0.6038753292     0
## 3355 GAGCAGAAGCTATGCT          CD1C -0.5601966864     2
## 3356 CTCTGGTTCACTTCAT          CD1C -0.2942553414     0
## 3357 CGCGTTTCAGCTGTGC          CD1C  1.8354671200     1
## 3358 GGACGTCCACCTCGGA          CD1C -0.3180029627     0
## 3359 TAGTTGGAGAGTTGGC          CD1C -0.4479971676     0
## 3360 ATTGGTGTCGGAATCT          CD1C -0.4124140139     0
## 3361 GAATGAACACGGCCAT          CD1C -0.4544527777     2
## 3362 GTGCATACAAGGTGTG          CD1C -0.1956192716     0
## 3363 GGAATAAGTCGGCACT          CD1C -0.7929580312     0
## 3364 ACCCACTTCCAAAGTC          CD1C -0.3150763408     0
## 3365 ACTATCTCAATTCCTT          CD1C -0.5011319841     1
## 3366 AGCATACAGTGGGATC          CD1C -0.4945438632     0
## 3367 CTGAAGTGTTTCGCTC          CD1C -0.1003023211     1
## 3368 TTCTCAATCAACACAC          CD1C -0.2457351681     0
## 3369 CGGAGCTAGAGACGAA          CD1C -0.5026378731     0
## 3370 CTGGTCTAGTTTGCGT          CD1C -0.0100235970     0
## 3371 AACGTTGAGAGTCGGT          CD1C -0.3762246632     2
## 3372 AGGGATGTCTCCAACC          CD1C -0.3868743886     1
## 3373 AACCATGAGGTGACCA          CD1C -0.3418893469     0
## 3374 ATCTACTTCACATACG          CD1C -0.4997906787     0
## 3375 CCTAAAGAGTCTCAAC          CD1C -0.2648348539     0
## 3376 ACACCCTAGAGTTGGC          CD1C -0.2341618275     2
## 3377 CCGTTCACAGCTGTTA          CD1C -0.2653733818     0
## 3378 ATCTACTCAGCAGTTT          CD1C -0.2376363077     0
## 3379 AGAGCGAGTCCGTTAA          CD1C -0.4505241344     0
## 3380 TCATTACTCCAGAGGA          CD1C -0.5746219472     0
## 3381 GTCTCGTCATTAGGCT          CD1C -0.3035004139     0
## 3382 TGGGCGTAGGCAGTCA          CD1C -0.0792865566     0
## 3383 GTGAAGGCAGACAAAT          CD1C -0.6032867753     2
## 3384 GGAAAGCTCACTTATC          CD1C  1.8016104983     1
## 3385 CTACATTGTACCCAAT          CD1C -0.0625501609     0
## 3386 TTAGGCAGTCAAACTC          CD1C -0.8755290248     0
## 3387 TACCTATGTAACGTTC          CD1C -0.5109793366     2
## 3388 TGAGCCGGTATTCGTG          CD1C  2.5000000000     1
## 3389 GGGATGATCCAGAGGA          CD1C -0.5138826251     0
## 3390 TTTCCTCCATCGATTG          CD1C -0.6425290404     1
## 3391 AGGGAGTTCCTATTCA          CD1C -0.4541611442     0
## 3392 GGTATTGAGAGCCTAG          CD1C  2.5000000000     1
## 3393 AACTCTTCACGGCTAC          CD1C -0.2828445784     0
## 3394 GACTACATCGTTTAGG          CD1C -0.3656712932     0
## 3395 GGGCACTAGTGAAGTT          CD1C -0.5689984785     0
## 3396 TTTATGCCAAAGCAAT          CD1C -0.2321763025     0
## 3397 CTAGAGTGTGCAACTT          CD1C -0.2982864988     2
## 3398 ACCCACTCAGCGAACA          CD1C -0.4459869179     0
## 3399 TACGGTACACATCTTT          CD1C -0.7063676698     0
## 3400 GCGCGATTCCGAGCCA          CD1C -0.3216850560     2
## 3401 CCACGGAAGTTTAGGA          CD1C -0.2739142292     2
## 3402 CGTCTACGTCACTGGC          CD1C -0.4530474546     1
## 3403 CTGGTCTTCACGGTTA          CD1C -0.4164944109     0
## 3404 GTCAAGTGTTCATGGT          CD1C -0.4485330652     0
## 3405 TACCTATTCTCTGAGA          CD1C -0.5186671619     0
## 3406 CACAAACAGGGAGTAA          CD1C -0.3531782938     0
## 3407 CGAATGTCAAGCCCAC          CD1C -0.5248703389     2
## 3408 AAACCTGGTAGCCTAT          CD1C  1.9848247684     1
## 3409 CTACCCAGTATTAGCC          CD1C -0.2082893941     0
## 3410 AGGCCACTCATTCACT          CD1C -0.5942428138     1
## 3411 GTTCGGGGTACAGTGG          CD1C -0.5141064430     0
## 3412 ACGAGGACAACTTGAC          CD1C  2.0367019154     1
## 3413 TAGCCGGGTATATGGA          CD1C -0.2966133304     2
## 3414 GGATTACGTCTCTCTG          CD1C -0.4900825132     2
## 3415 GGCCGATCATCGATGT          CD1C  1.8590469445     1
## 3416 ACATGGTTCGTTGCCT          CD1C -0.3405537922     0
## 3417 GGGCATCTCTCCAACC          CD1C  1.9370520095     0
## 3418 AACTCAGTCTTGTATC          CD1C -0.5377387081     0
## 3419 GGGTCTGTCCTAGAAC          CD1C -0.6067041538     0
## 3420 ATTATCCGTGTGCCTG          CD1C -0.4148830530     1
## 3421 CCCAATCAGGCTAGCA          CD1C -0.3621174124     1
## 3422 CAGCAGCTCAGATAAG          CD1C -0.6568721214     0
## 3423 CTTAACTCACCGAAAG          CD1C -0.3929392658     0
## 3424 TGGGCGTAGTTGAGAT          CD1C -0.6098816553     0
## 3425 AAGCCGCAGGGTATCG          CD1C  2.0150413595     1
## 3426 TGCGGGTGTTTACTCT          CD1C -0.4987824340     0
## 3427 TCACGAATCCCTCTTT          CD1C -0.1611587730     2
## 3428 TCAGATGCATTCACTT          CD1C -0.3490696929     0
## 3429 GCGACCAAGATGCCTT          CD1C -0.5683651694     2
## 3430 CGTTAGACACAACGTT          CD1C  2.5000000000     1
## 3431 GACACGCGTACAAGTA          CD1C -0.5436087260     1
## 3432 CACACCTGTCGCGAAA          CD1C -0.4046550018     2
## 3433 CTTGGCTCAGCCTATA          CD1C -0.3037731429     0
## 3434 CGAGCACTCTGCTGCT          CD1C -0.4472910820     2
## 3435 ACTATCTCATGCAACT          CD1C -0.4810177142     2
## 3436 GATGAGGTCCGCATAA          CD1C -0.3262305463     0
## 3437 AAGGCAGCATGCGCAC          CD1C -0.4571001759     0
## 3438 TACTTGTTCTCGTATT          CD1C -0.2537013756     2
## 3439 ATTCTACCAGGCTGAA          CD1C -0.5298302534     2
## 3440 CGGTTAAAGTTACCCA          CD1C -0.4858411265     1
## 3441 AGCGTCGAGATGTCGG          CD1C -0.2120880458     2
## 3442 CGACTTCCACGAAACG          CD1C -0.3282574151     0
## 3443 AGTGTCAAGTGAAGAG          CD1C  1.8994063750     0
## 3444 AAGGCAGCAAGTTCTG          CD1C -0.3054206352     1
## 3445 TCGCGTTTCTCGCATC          CD1C -0.2818944078     0
## 3446 TTAGGACGTGAGTGAC          CD1C -0.3639543664     2
## 3447 ACAGCTACATCATCCC          CD1C -0.5574248943     0
## 3448 GACTGCGCAAAGAATC          CD1C -0.5080427133     0
## 3449 ACATACGGTTTGACTG          CD1C -0.5147481136     1
## 3450 ATCCGAATCTTGCATT          CD1C -0.3916517503     2
## 3451 CGTCTACCACATTCGA          CD1C -0.3534966680     0
## 3452 ATAAGAGGTCAAGCGA          CD1C -0.4633913998     1
## 3453 ACGGGTCCAATCACAC          CD1C -0.7664407363     0
## 3454 TAAGCGTCAATTGCTG          CD1C -0.3764053194     0
## 3455 ACACCAAAGAGCCTAG          CD1C -0.2815130992     0
## 3456 TATGCCCCATCACGTA          CD1C  2.5000000000     1
## 3457 CATGGCGCATAACCTG          CD1C -0.1295130245     0
## 3458 TACGGTAAGTTTCCTT          CD1C -0.6108985882     2
## 3459 GGAGCAAGTAATCACC          CD1C -0.3523992729     0
## 3460 GGGCATCCACATCCGG          CD1C -0.6898844133     0
## 3461 AGTGAGGGTTGCTCCT          CD1C -0.6640973521     2
## 3462 GAAATGAAGTGGGCTA          CD1C -0.3740314082     2
## 3463 GATCGTACAATAGCAA          CD1C  2.0025163242     0
## 3464 GTAGTCAGTTTAGCTG          CD1C -0.2046217980     1
## 3465 TCACAAGGTGACGCCT          CD1C -0.5708414170     2
## 3466 GTCATTTTCCGCATCT      HLA-DQA2 -0.3555454035     0
## 3467 ATAAGAGAGGAGTTGC      HLA-DQA2  1.2663328156     1
## 3468 CATTATCCATGGTCTA      HLA-DQA2  1.1442058408     0
## 3469 CTTAGGAGTGGCGAAT      HLA-DQA2 -0.4513177917     0
## 3470 CATCAGAAGCACCGCT      HLA-DQA2  0.7570755701     2
## 3471 GCGGGTTAGTAGCCGA      HLA-DQA2 -0.4926506038     2
## 3472 CAGAGAGAGCGCCTTG      HLA-DQA2 -0.4276407819     0
## 3473 CTGAAGTCAGACACTT      HLA-DQA2  0.6316286444     0
## 3474 GGACGTCCAGGTGCCT      HLA-DQA2  1.2017994902     1
## 3475 AAAGCAAGTGGTGTAG      HLA-DQA2 -0.5871141596     2
## 3476 TCTCATACAGGGCATA      HLA-DQA2 -0.5343764846     0
## 3477 AACTCAGGTACTCGCG      HLA-DQA2 -0.4686324201     2
## 3478 CACATTTGTGAGTATA      HLA-DQA2  1.2277002192     0
## 3479 ACTTTCAAGGTGTTAA      HLA-DQA2  1.2150973800     0
## 3480 TGCCCATCAGACGCAA      HLA-DQA2 -0.6224556068     2
## 3481 CTAAGACCAATGCCAT      HLA-DQA2 -0.5583721974     0
## 3482 CGGAGCTCATTTGCTT      HLA-DQA2 -0.6447022982     0
## 3483 GAGCAGATCGACGGAA      HLA-DQA2 -0.5416135739     0
## 3484 TAAACCGAGATCGATA      HLA-DQA2 -0.5985857694     0
## 3485 GTCTCGTGTACATCCA      HLA-DQA2 -0.5113940645     0
## 3486 GTATCTTAGACCCACC      HLA-DQA2  0.7662831305     1
## 3487 GAGCAGAAGAGCCTAG      HLA-DQA2  1.8863413145     1
## 3488 GTGCAGCTCACATAGC      HLA-DQA2 -0.6138189556     0
## 3489 CCTATTAGTAAACCTC      HLA-DQA2 -0.6217286347     0
## 3490 AGAGTGGAGTTTAGGA      HLA-DQA2 -0.6140016499     0
## 3491 TACGGGCAGGTGATTA      HLA-DQA2  0.7868971794     2
## 3492 ACTATCTCAATCTACG      HLA-DQA2 -0.6112112329     0
## 3493 CGAGCCATCAGGCAAG      HLA-DQA2 -0.5572323178     0
## 3494 CGAATGTCAATTGCTG      HLA-DQA2  0.6357903457     0
## 3495 TACGGTATCGTTACGA      HLA-DQA2  1.2960606147     0
## 3496 CTGTGCTCAAGGTGTG      HLA-DQA2 -0.5673039574     2
## 3497 CCATGTCGTAACGACG      HLA-DQA2  0.7134305990     0
## 3498 TGCTGCTAGACACTAA      HLA-DQA2  0.6407358333     0
## 3499 ACGGGTCTCGCTTAGA      HLA-DQA2  0.7608091593     2
## 3500 ACGAGGAAGGCTAGCA      HLA-DQA2 -0.5453710136     0
## 3501 GCACTCTGTCGGCACT      HLA-DQA2 -0.4259465764     2
## 3502 ATCATGGGTTTAAGCC      HLA-DQA2 -0.6650408512     0
## 3503 GCATGTAGTAAAGGAG      HLA-DQA2 -0.4624795728     2
## 3504 CAACTAGAGTGGGCTA      HLA-DQA2 -0.5616839603     0
## 3505 AACACGTCAATCAGAA      HLA-DQA2  2.2394327706     1
## 3506 AAAGTAGGTGTCTGAT      HLA-DQA2  1.2403749376     1
## 3507 CTCATTATCGCTGATA      HLA-DQA2 -0.7666559070     2
## 3508 TACTCGCCAACGCACC      HLA-DQA2 -0.6952825437     2
## 3509 GGACATTGTCCTGCTT      HLA-DQA2  2.5000000000     1
## 3510 ACTGAACAGAGCTGGT      HLA-DQA2  0.7411246276     0
## 3511 CTCGGGAAGTGCAAGC      HLA-DQA2 -0.5877594529     0
## 3512 AGCTCCTAGCATGGCA      HLA-DQA2 -0.5923220365     0
## 3513 TATTACCGTCGACTGC      HLA-DQA2 -0.6643696748     0
## 3514 GAACGGACATTTCACT      HLA-DQA2  0.7284577507     2
## 3515 CACAAACTCCCGGATG      HLA-DQA2 -0.6960481628     0
## 3516 GCTCCTAAGGGAGTAA      HLA-DQA2  0.6575259751     2
## 3517 GACTAACCATCACGTA      HLA-DQA2  0.7133170339     1
## 3518 TACTCGCTCTTAACCT      HLA-DQA2  0.6827904753     2
## 3519 AGGCCGTCAGGAACGT      HLA-DQA2  0.6390159226     1
## 3520 CCACTACAGTGCTGCC      HLA-DQA2 -0.4929359112     0
## 3521 ATCCACCCAAGCCGTC      HLA-DQA2  0.6828400308     2
## 3522 GAGTCCGAGACTGTAA      HLA-DQA2 -0.6235926595     2
## 3523 AAGCCGCCAGAAGCAC      HLA-DQA2 -0.6544955340     0
## 3524 GACACGCCAGATTGCT      HLA-DQA2  0.8260833791     0
## 3525 CGACTTCAGGCTACGA      HLA-DQA2  1.2720419752     0
## 3526 GGGTTGCCAGTAAGCG      HLA-DQA2  0.7421257082     2
## 3527 AGTGAGGGTCAGAATA      HLA-DQA2 -0.6277759530     0
## 3528 GATCTAGCAGCCACCA      HLA-DQA2 -0.7232333626     1
## 3529 ACGAGGACAAGACGTG      HLA-DQA2 -0.5771444596     0
## 3530 CATATGGCAAGCCGCT      HLA-DQA2 -0.5525061621     0
## 3531 TTATGCTCAGACGCTC      HLA-DQA2 -0.7403047238     0
## 3532 AGTGTCAAGTCGCCGT      HLA-DQA2 -0.6748038935     0
## 3533 AAGGCAGGTCTGCCAG      HLA-DQA2 -0.6486634033     2
## 3534 TCAGGATAGCCCGAAA      HLA-DQA2 -0.6084555894     2
## 3535 CCACTACCACTAGTAC      HLA-DQA2 -0.7148647942     1
## 3536 AGCAGCCTCGCCAAAT      HLA-DQA2 -0.6390563843     0
## 3537 CTGCCTATCCATGCTC      HLA-DQA2  1.4131439317     0
## 3538 GCTGCAGCATAGTAAG      HLA-DQA2  1.3032647186     0
## 3539 GCGCAGTTCAGTTCGA      HLA-DQA2 -0.6121072995     1
## 3540 GGGCATCGTAGCGCTC      HLA-DQA2 -0.6339707050     2
## 3541 CTAATGGGTTACGTCA      HLA-DQA2  0.6629801997     0
## 3542 ATTCTACGTTATCGGT      HLA-DQA2 -0.7795037509     0
## 3543 GAAATGATCAGCTGGC      HLA-DQA2 -0.6309797411     0
## 3544 TGCTACCTCGTCCAGG      HLA-DQA2 -0.6339497773     0
## 3545 ACATGGTCACTTACGA      HLA-DQA2 -0.7200668057     0
## 3546 ACTTTCAAGCGTTGCC      HLA-DQA2  0.7057438472     0
## 3547 CCTACACGTAAACCTC      HLA-DQA2 -0.6730613482     0
## 3548 ATTGGTGAGATCCCAT      HLA-DQA2 -0.5628257221     0
## 3549 CCGGGATCACAGACAG      HLA-DQA2  0.7582376731     1
## 3550 CAGTAACTCTCTTGAT      HLA-DQA2 -0.7114369302     0
## 3551 ATCTACTCAATAGCGG      HLA-DQA2 -0.6894324796     0
## 3552 ACCCACTGTTAAGAAC      HLA-DQA2 -0.7124488919     1
## 3553 ACATACGTCTGCTTGC      HLA-DQA2 -0.6382317587     0
## 3554 CGTCTACGTTGAACTC      HLA-DQA2  0.8096523778     0
## 3555 ATTATCCCAGCAGTTT      HLA-DQA2  1.4221458135     0
## 3556 GAAACTCTCGTTACGA      HLA-DQA2 -0.6185790420     0
## 3557 GATGAAACATCATCCC      HLA-DQA2  0.7639902641     2
## 3558 CACAGTATCTGTCCGT      HLA-DQA2  0.8987856227     0
## 3559 TGAAAGAAGGAGCGAG      HLA-DQA2 -0.6525086056     0
## 3560 CCGGTAGAGACCGGAT      HLA-DQA2 -0.6713451819     2
## 3561 TGCGGGTTCTAACCGA      HLA-DQA2  0.8030233612     1
## 3562 GGCGACTTCGCGCCAA      HLA-DQA2 -0.6299430857     0
## 3563 GGGATGAAGTCGCCGT      HLA-DQA2 -0.6749552650     0
## 3564 GATTCAGGTACAGACG      HLA-DQA2 -0.6546338463     0
## 3565 TAGACCACAAGAAGAG      HLA-DQA2 -0.6281842623     0
## 3566 AATCCAGGTCAGAGGT      HLA-DQA2 -0.6792543820     1
## 3567 TGAGCCGCAATGGACG      HLA-DQA2 -0.5586813878     0
## 3568 CACATAGGTACTCTCC      HLA-DQA2  0.8633359606     0
## 3569 CATGGCGAGCAATATG      HLA-DQA2  0.7753603499     1
## 3570 CAGTAACGTTATTCTC      HLA-DQA2  1.8987027478     1
## 3571 GCGAGAAGTTCCGTCT      HLA-DQA2 -0.6438098860     0
## 3572 TTTACTGGTCCCTTGT      HLA-DQA2 -0.5986200333     1
## 3573 ATCATGGCACGAAATA      HLA-DQA2 -0.6215533457     0
## 3574 CGCCAAGAGGCAGTCA      HLA-DQA2 -0.7262701885     0
## 3575 CGTCCATGTCCAGTAT      HLA-DQA2 -0.6569511007     0
## 3576 TGGCGCATCCATTCTA      HLA-DQA2 -0.5982893578     0
## 3577 CCCATACGTAGCTTGT      HLA-DQA2 -0.5656691873     0
## 3578 GCATGCGGTGCTGTAT      HLA-DQA2 -0.6130678291     0
## 3579 TTCTTAGCATGCTAGT      HLA-DQA2 -0.5680196702     0
## 3580 TGCGCAGAGTGGACGT      HLA-DQA2 -0.7604755517     1
## 3581 ATTATCCGTTGCTCCT      HLA-DQA2 -0.6924277899     0
## 3582 AGAATAGAGACTAGGC      HLA-DQA2 -0.6826057238     2
## 3583 CCTACACAGCTGCAAG      HLA-DQA2 -0.6852771873     1
## 3584 GACAGAGAGTGCTGCC      HLA-DQA2 -0.6749479065     2
## 3585 GTTCGGGTCCCAAGAT      HLA-DQA2  1.9223152485     2
## 3586 AGTAGTCGTAAGCACG      HLA-DQA2 -0.6141910982     2
## 3587 CTCACACGTACCTACA      HLA-DQA2 -0.7512499458     0
## 3588 GCAGTTAAGTGGGTTG      HLA-DQA2 -0.5124481479     0
## 3589 GTCAAGTCAGCTCGAC      HLA-DQA2 -0.5483694442     2
## 3590 GCTGCGATCCCTAACC      HLA-DQA2  1.9593678526     1
## 3591 GATCGTATCCCTAACC      HLA-DQA2 -0.6691700343     0
## 3592 TGAGAGGTCCGTAGTA      HLA-DQA2 -0.7151966488     0
## 3593 CTCGTCAGTGCACTTA      HLA-DQA2 -0.6255398589     0
## 3594 AGCATACAGCAAATCA      HLA-DQA2 -0.6703916516     0
## 3595 TCGGGACGTGTCAATC      HLA-DQA2 -0.6731308021     0
## 3596 ATGCGATGTAAACACA      HLA-DQA2 -0.6151938249     0
## 3597 CATGACACACAACGTT      HLA-DQA2 -0.4982770913     0
## 3598 GCTTGAAGTGCTAGCC      HLA-DQA2 -0.4789726338     0
## 3599 TTTGGTTTCTCTTATG      HLA-DQA2 -0.6347496582     0
## 3600 ACACCCTGTGAAATCA      HLA-DQA2  0.9829699205     2
## 3601 ATCATGGTCCCTCAGT      HLA-DQA2 -0.6067315373     0
## 3602 CCTCTGACAATCAGAA      HLA-DQA2 -0.7243750823     0
## 3603 ACATACGAGACACTAA      HLA-DQA2  0.6350877795     2
## 3604 TCACAAGTCCGTAGGC      HLA-DQA2  1.7275771942     1
## 3605 GCAGTTAGTCCAGTGC      HLA-DQA2  0.7639244234     1
## 3606 AGTGAGGGTTACAGAA      HLA-DQA2 -0.6755665030     2
## 3607 CACACAAGTAATCACC      HLA-DQA2 -0.6950076849     0
## 3608 GATCGCGAGGCTAGAC      HLA-DQA2 -0.5822262396     0
## 3609 CTCGTACTCCTTTCGG      HLA-DQA2 -0.5329156341     0
## 3610 ATCCACCTCGGCGGTT      HLA-DQA2 -0.6474759544     2
## 3611 GAAGCAGAGCTAGTTC      HLA-DQA2  0.7772153541     1
## 3612 CAGTCCTAGTGTCTCA      HLA-DQA2 -0.5970309459     2
## 3613 CGCTTCACAATGGATA      HLA-DQA2 -0.5899625454     0
## 3614 TCCCGATTCATATCGG      HLA-DQA2 -0.6486728988     0
## 3615 TGTGGTACATATACCG      HLA-DQA2 -0.6025733991     0
## 3616 TACCTTACACTACAGT      HLA-DQA2 -0.7233368873     1
## 3617 GTAGGCCGTCCGTCAG      HLA-DQA2 -0.6658560101     0
## 3618 CAGAATCCAATCAGAA      HLA-DQA2 -0.6217028787     0
## 3619 GGATTACTCTGTGCAA      HLA-DQA2  0.7478081133     2
## 3620 GTCGTAAGTTTGTTTC      HLA-DQA2 -0.5875898068     2
## 3621 GATCGTAAGCCAGTAG      HLA-DQA2 -0.6799094563     0
## 3622 GACTACAGTTAAAGAC      HLA-DQA2 -0.7149632834     0
## 3623 CATGACACAACACCTA      HLA-DQA2  0.7921919981     2
## 3624 CACCAGGTCACGCGGT      HLA-DQA2 -0.6059317713     0
## 3625 GTCTTCGTCTGAGTGT      HLA-DQA2 -0.5475627541     2
## 3626 CCTTCGAAGTGGGATC      HLA-DQA2 -0.7271398968     0
## 3627 GTGCGGTGTCCTGCTT      HLA-DQA2  0.8162088026     0
## 3628 GTCACAACATGCCTTC      HLA-DQA2 -0.7111765133     1
## 3629 CAGAGAGTCAGTCAGT      HLA-DQA2 -0.6951788631     0
## 3630 GTGCGGTGTACTCTCC      HLA-DQA2  0.7954302364     0
## 3631 CAGCTAATCAAGATCC      HLA-DQA2  0.7605950022     1
## 3632 CAAGATCGTTGGGACA      HLA-DQA2 -0.7262701885     0
## 3633 TTTATGCCATCACAAC      HLA-DQA2 -0.6832256202     2
## 3634 CGGTTAATCCCAAGTA      HLA-DQA2  1.3377321349     1
## 3635 TAGCCGGTCCGTAGTA      HLA-DQA2 -0.7107296260     1
## 3636 ACGAGCCGTGTTTGTG      HLA-DQA2  1.8946787621     2
## 3637 AGCATACCAAACCCAT      HLA-DQA2 -0.6034380509     0
## 3638 GAAATGATCAACACTG      HLA-DQA2  1.8387416994     0
## 3639 TATCTCACATAACCTG      HLA-DQA2 -0.6189925707     2
## 3640 CCGTACTCACTTCTGC      HLA-DQA2  1.4908817540     1
## 3641 CTAGAGTTCAGAGGTG      HLA-DQA2 -0.6276477193     0
## 3642 CTGATAGCATACAGCT      HLA-DQA2 -0.6577117491     0
## 3643 TCGAGGCCACGGTAGA      HLA-DQA2  1.4977119554     1
## 3644 GATCAGTTCACTTATC      HLA-DQA2 -0.5788290286     0
## 3645 GTTTCTAAGCCCTAAT      HLA-DQA2 -0.6135790948     0
## 3646 CAGCTGGAGGAATTAC      HLA-DQA2  1.3403442516     1
## 3647 AGAGTGGTCGATCCCT      HLA-DQA2 -0.7685858041     0
## 3648 CATGGCGCAACTGCTA      HLA-DQA2 -0.6126242331     0
## 3649 CTGGTCTGTATATGGA      HLA-DQA2  2.5000000000     1
## 3650 CGTCACTCACAGGAGT      HLA-DQA2 -0.6477089459     0
## 3651 AACTGGTTCAACCAAC      HLA-DQA2  2.0788614833     1
## 3652 CCATTCGCAGGGAGAG      HLA-DQA2 -0.6139598812     0
## 3653 CATCAGATCTTCAACT      HLA-DQA2 -0.6737026204     0
## 3654 GAATGAATCAGGCAAG      HLA-DQA2  0.8487807220     0
## 3655 TGTCCCATCGAATGCT      HLA-DQA2  0.7433088935     0
## 3656 AGTGGGACAGCCAATT      HLA-DQA2 -0.7273370066     0
## 3657 AGAGCTTTCACATGCA      HLA-DQA2  1.4813087773     0
## 3658 TGCGGGTTCTGCAGTA      HLA-DQA2 -0.7336525268     0
## 3659 GTCGTAAGTCGGCACT      HLA-DQA2 -0.4311385510     0
## 3660 CTCGAGGTCGGAGCAA      HLA-DQA2 -0.6637663501     0
## 3661 CTACACCAGATGAGAG      HLA-DQA2 -0.7099214064     1
## 3662 ACGGCCATCTTACCTA      HLA-DQA2 -0.6809469927     0
## 3663 CCCAGTTCACACCGAC      HLA-DQA2  1.3702660762     1
## 3664 TCGGGACTCGGATGGA      HLA-DQA2  1.9256297626     1
## 3665 CATCGGGTCCCGACTT      HLA-DQA2  0.8511263901     0
## 3666 CTTAACTGTAAGGATT      HLA-DQA2 -0.7510752450     2
## 3667 AACCATGAGCGTAATA      HLA-DQA2  1.4269741991     2
## 3668 TCAGATGGTCTTCTCG      HLA-DQA2 -0.6834872563     0
## 3669 CTCACACTCCCAACGG      HLA-DQA2 -0.7245544959     0
## 3670 CCATGTCAGGATGGAA      HLA-DQA2  0.9075943468     0
## 3671 GGGTCTGGTACTTGAC      HLA-DQA2 -0.6997399738     0
## 3672 GGAACTTCACAGTCGC      HLA-DQA2 -0.7160784988     0
## 3673 GACCTGGCACATCCAA      HLA-DQA2  0.8890840575     2
## 3674 CAGTCCTCAAGACACG      HLA-DQA2  2.5000000000     1
## 3675 AGATCTGCATATGGTC      HLA-DQA2  0.9150254804     0
## 3676 CATCAGAGTATTCTCT      HLA-DQA2 -0.7479179275     0
## 3677 TGCACCTTCGATAGAA      HLA-DQA2 -0.6731418226     0
## 3678 CCTACACTCCCAAGTA      HLA-DQA2 -0.6766549552     0
## 3679 ACTTTCATCGTAGATC      HLA-DQA2  0.8275322869     1
## 3680 TTGCGTCCACCATGTA      HLA-DQA2 -0.7215379292     0
## 3681 AAATGCCAGGTGCTAG      HLA-DQA2 -0.5714001013     0
## 3682 ATGCGATGTCCATCCT      HLA-DQA2  0.8215571629     1
## 3683 CCAGCGAAGCCACTAT      HLA-DQA2 -0.6989047574     0
## 3684 TACTTGTAGTGTACTC      HLA-DQA2 -0.7568433781     2
## 3685 AGGGATGTCTCGCTTG      HLA-DQA2  0.8318692887     1
## 3686 TGTCCCAGTATTAGCC      HLA-DQA2 -0.7684574515     0
## 3687 TGCTACCTCGCACTCT      HLA-DQA2 -0.8199978915     1
## 3688 GTAACGTCAGTATAAG      HLA-DQA2  1.3713750014     1
## 3689 GCGCAACGTTCGTTGA      HLA-DQA2  2.1015823606     1
## 3690 GCGAGAACATGAGCGA      HLA-DQA2  1.4287332345     1
## 3691 TGCCCTAGTGCACCAC      HLA-DQA2 -0.7073322028     1
## 3692 CTAGAGTGTAAACACA      HLA-DQA2  1.5893265743     0
## 3693 AGTAGTCCACCGGAAA      HLA-DQA2 -0.6516345865     0
## 3694 CATATTCTCAGCGATT      HLA-DQA2  2.0602154563     2
## 3695 GAATGAAGTAACGACG      HLA-DQA2 -0.5941901182     0
## 3696 GATCAGTAGTACTTGC      HLA-DQA2  0.8412153715     0
## 3697 CAAGAAACAGGATTGG      HLA-DQA2 -0.6782578003     1
## 3698 CCTATTATCAACACTG      HLA-DQA2 -0.6740412999     0
## 3699 CAGCAGCTCTGCGGCA      HLA-DQA2  0.8915915849     0
## 3700 ATAAGAGAGCTGCGAA      HLA-DQA2  2.0944327913     1
## 3701 AGATCTGCACCTATCC      HLA-DQA2 -0.7551627598     0
## 3702 GACACGCGTAGAGCTG      HLA-DQA2  1.8665350165     0
## 3703 TACACGAAGCTAGGCA      HLA-DQA2 -0.7246773917     0
## 3704 AACACGTTCCGAAGAG      HLA-DQA2 -0.6658321115     0
## 3705 TTAACTCGTGTAATGA      HLA-DQA2  1.3900491723     1
## 3706 TGGCGCAGTTCAGACT      HLA-DQA2  0.8925915758     2
## 3707 CATCAGAGTCTAGTCA      HLA-DQA2 -0.7631273825     1
## 3708 CTAGAGTAGCATGGCA      HLA-DQA2 -0.8405287376     2
## 3709 TACGGTAAGCGTGAAC      HLA-DQA2 -0.5810719366     2
## 3710 TGACTTTTCGGATGTT      HLA-DQA2 -0.7603664611     1
## 3711 CTCACACTCCTACAGA      HLA-DQA2  1.4793309758     1
## 3712 CCGTACTCACTGAAGG      HLA-DQA2 -0.5604068889     0
## 3713 ATAACGCGTGGAAAGA      HLA-DQA2 -0.6813171015     0
## 3714 GCTTGAAAGCTAGGCA      HLA-DQA2  2.1886124601     1
## 3715 AAGTCTGGTGTTGGGA      HLA-DQA2 -0.7430684123     2
## 3716 CGATCGGGTACAGCAG      HLA-DQA2  1.8733248867     1
## 3717 AGTAGTCTCGATGAGG      HLA-DQA2  0.8655384483     2
## 3718 CGACCTTCAGACGCTC      HLA-DQA2  2.5000000000     1
## 3719 GCATACACATGCAACT      HLA-DQA2  1.5181943622     0
## 3720 TCCCGATTCGCAGGCT      HLA-DQA2 -0.5503855517     2
## 3721 TTAGGCAAGATCGATA      HLA-DQA2  1.7167562905     1
## 3722 TCGTACCAGGCAAAGA      HLA-DQA2 -0.7233330532     0
## 3723 GGATGTTGTATAGGGC      HLA-DQA2 -0.7840982836     2
## 3724 AATCCAGCAGAGTGTG      HLA-DQA2 -0.6421010171     0
## 3725 CATGCCTCACGGCCAT      HLA-DQA2  0.8915047936     1
## 3726 CTCGAAACACATGACT      HLA-DQA2 -0.7967229012     2
## 3727 CTGCCTAGTTGCGTTA      HLA-DQA2 -0.7327159165     0
## 3728 GGCGACTAGACAGAGA      HLA-DQA2  2.2711834979     1
## 3729 TACAGTGGTGTAATGA      HLA-DQA2 -0.7148954786     1
## 3730 ACGAGCCTCTTATCTG      HLA-DQA2  1.6075639373     2
## 3731 GGGAATGCAAATACAG      HLA-DQA2  0.8651589315     1
## 3732 TGCACCTGTACCGAGA      HLA-DQA2 -0.7790025970     0
## 3733 ATCATCTTCAGTCAGT      HLA-DQA2 -0.7350519299     0
## 3734 CATATTCGTACAGTTC      HLA-DQA2 -0.7943493217     0
## 3735 GCATGATGTTCCACTC      HLA-DQA2 -0.7581589523     0
## 3736 AAGGCAGTCACGACTA      HLA-DQA2 -0.6048389172     0
## 3737 GAAACTCTCTATCCCG      HLA-DQA2 -0.6736454510     0
## 3738 AGCATACTCTGCTGTC      HLA-DQA2  2.4157157136     1
## 3739 TGGGCGTCAGCGTTCG      HLA-DQA2  1.6214605328     1
## 3740 TCGTAGAGTTCGTCTC      HLA-DQA2  0.8868949043     0
## 3741 GACAGAGGTACCGCTG      HLA-DQA2  2.5000000000     1
## 3742 TCTCATACACATAACC      HLA-DQA2 -0.8040102735     0
## 3743 TGGGCGTCATTGAGCT      HLA-DQA2 -0.5568768344     0
## 3744 CATGACACATGTCTCC      HLA-DQA2 -0.7274318408     0
## 3745 GAATAAGGTGCACGAA      HLA-DQA2 -0.7832003021     1
## 3746 TGCGCAGCAAGCGAGT      HLA-DQA2 -0.8946625123     0
## 3747 CTTCTCTCAGCCAGAA      HLA-DQA2 -0.6531694541     0
## 3748 AAGCCGCAGTGGCACA      HLA-DQA2 -0.7754455703     0
## 3749 CTCTACGAGTGGACGT      HLA-DQA2 -0.6563524882     2
## 3750 GTCATTTTCTATCCCG      HLA-DQA2 -0.7216979672     2
## 3751 CGAGCACAGCCACTAT      HLA-DQA2  1.9418195637     1
## 3752 AGTAGTCGTAACGACG      HLA-DQA2  0.7898504472     0
## 3753 GACGTGCAGAGGGATA      HLA-DQA2 -0.5574281738     0
## 3754 GTCTTCGTCCAACCAA      HLA-DQA2 -0.6921873320     2
## 3755 CAAGGCCTCGCCCTTA      HLA-DQA2  0.8790094249     0
## 3756 TGTGGTACATGGTTGT      HLA-DQA2 -0.6314872562     2
## 3757 CCTCAGTTCGAATGCT      HLA-DQA2  1.7577785330     1
## 3758 ACCGTAATCTGAGGGA      HLA-DQA2  1.9030562753     1
## 3759 GTTAAGCCAGTTCATG      HLA-DQA2 -0.7586577479     0
## 3760 CTGCCTATCAATCTCT      HLA-DQA2 -0.7443067095     0
## 3761 GACGGCTTCTCCAACC      HLA-DQA2 -0.7725935128     0
## 3762 TTTCCTCCAGTTCCCT      HLA-DQA2 -0.7364034417     0
## 3763 GCGCCAAAGCCCTAAT      HLA-DQA2 -0.6154491094     0
## 3764 CCACCTATCCCGACTT      HLA-DQA2  1.9346174023     1
## 3765 TTTATGCCAGGGCATA      HLA-DQA2 -0.6695583489     1
## 3766 TACAGTGTCGCGGATC      HLA-DQA2 -0.6873557365     0
## 3767 AGCTCTCCACCACGTG      HLA-DQA2 -0.5920025278     0
## 3768 GTGGGTCCATTGAGCT      HLA-DQA2  2.2431649169     1
## 3769 GGGATGACAGACTCGC      HLA-DQA2 -0.6374768175     0
## 3770 ACACCAAGTTCGGGCT      HLA-DQA2  1.9609017504     1
## 3771 TGATTTCAGCTATGCT      HLA-DQA2 -0.7494143305     1
## 3772 TGGCCAGAGAGGGCTT      HLA-DQA2 -0.7256183558     2
## 3773 TCGGTAAGTAAAGTCA      HLA-DQA2 -0.7141852855     2
## 3774 TGAAAGAGTCCCTTGT      HLA-DQA2 -0.8050968857     1
## 3775 CCGTGGATCGTTTATC      HLA-DQA2 -0.8342499639     1
## 3776 GAACCTATCCTCAACC      HLA-DQA2 -0.6848742051     0
## 3777 GCGCAGTCATCCAACA      HLA-DQA2 -0.7079872137     1
## 3778 ACATGGTTCGCGCCAA      HLA-DQA2 -0.7779392732     1
## 3779 CTTGGCTGTACGCACC      HLA-DQA2 -0.5788716591     0
## 3780 AGATTGCAGGCCCGTT      HLA-DQA2 -0.6758370383     0
## 3781 AGGCCGTGTTACGGAG      HLA-DQA2  1.0278119692     1
## 3782 GGTGTTAGTTAAGATG      HLA-DQA2 -0.8361271507     0
## 3783 GGAATAATCCTGTAGA      HLA-DQA2  0.7442354539     1
## 3784 TATTACCGTATTAGCC      HLA-DQA2 -0.7081449168     1
## 3785 ATAACGCGTTAGTGGG      HLA-DQA2 -0.7027519198     0
## 3786 AAACGGGGTTATCCGA      HLA-DQA2  0.8818201027     1
## 3787 TGTGGTATCGTTTAGG      HLA-DQA2  0.7417306807     1
## 3788 ATCACGAGTATGAATG      HLA-DQA2 -0.6223540828     0
## 3789 CAGCAGCTCACCTCGT      HLA-DQA2 -0.7880297738     0
## 3790 CCAATCCGTATTACCG      HLA-DQA2  1.4441857126     1
## 3791 TTCTACATCACATAGC      HLA-DQA2  0.8942865307     2
## 3792 TGTCCCATCGTATCAG      HLA-DQA2 -0.6052719341     2
## 3793 AGCTCTCAGTGTTTGC      HLA-DQA2  1.6256822178     0
## 3794 CAACCTCAGTAACCCT      HLA-DQA2  0.9051023708     2
## 3795 GTGGGTCAGGTAAACT      HLA-DQA2  0.9547666223     0
## 3796 TAAGTGCCACGTCAGC      HLA-DQA2  1.6408246604     1
## 3797 GACCTGGCAGCCACCA      HLA-DQA2 -0.6638292066     0
## 3798 ACAGCCGCAGGATCGA      HLA-DQA2 -0.7124206868     0
## 3799 AACTCCCCAGCTCGCA      HLA-DQA2  0.9372883983     0
## 3800 GGAAAGCGTCTCTCGT      HLA-DQA2 -0.6852409005     0
## 3801 CGCTTCAAGCAGGTCA      HLA-DQA2  2.4059424168     1
## 3802 GATCGCGAGAAGGGTA      HLA-DQA2  2.4374246875     1
## 3803 AAGCCGCCAGGATTGG      HLA-DQA2 -0.7096732844     1
## 3804 ATTGGACGTCGTGGCT      HLA-DQA2 -0.6626570235     0
## 3805 CCCATACCACTAAGTC      HLA-DQA2 -0.8117744750     2
## 3806 TCTCTAATCCCATTTA      HLA-DQA2 -0.8576829211     1
## 3807 TCGTAGAGTGGTACAG      HLA-DQA2 -0.7000453476     1
## 3808 AAACGGGAGAGACGAA      HLA-DQA2  2.3312418050     0
## 3809 GACTACATCACCACCT      HLA-DQA2 -0.7922025581     2
## 3810 GAAACTCAGTTGAGTA      HLA-DQA2 -0.7631103936     0
## 3811 CCCTCCTTCCTCCTAG      HLA-DQA2  0.7286349918     1
## 3812 GCGACCATCACGGTTA      HLA-DQA2 -0.5525747398     2
## 3813 TCTCTAAAGAGTCGGT      HLA-DQA2 -0.6757429067     1
## 3814 GGCTCGATCTCACATT      HLA-DQA2 -0.5348279432     0
## 3815 CTGATAGAGGCAGGTT      HLA-DQA2 -0.5846855871     1
## 3816 CATGCCTAGGAGTTTA      HLA-DQA2 -0.6077585972     1
## 3817 TGGCTGGTCAGCCTAA      HLA-DQA2 -0.7294525312     0
## 3818 TCAGATGTCGTTACAG      HLA-DQA2 -0.7601937905     0
## 3819 CAGCTGGGTTATGTGC      HLA-DQA2 -0.6771714820     0
## 3820 GGAACTTAGTCGTACT      HLA-DQA2 -0.7592975573     0
## 3821 CCGGGATCACCGGAAA      HLA-DQA2 -0.7945207563     1
## 3822 CCTTCGATCAAAGACA      HLA-DQA2 -0.7035372244     0
## 3823 CGAGAAGGTATCGCAT      HLA-DQA2  1.8529907763     0
## 3824 CCTAAAGAGACTGGGT      HLA-DQA2 -0.5639173299     0
## 3825 CAGATCACATTGGCGC      HLA-DQA2  2.2335832415     1
## 3826 CTAGCCTAGCTGGAAC      HLA-DQA2 -0.5210350019     1
## 3827 ATTGGTGTCTCGTATT      HLA-DQA2  0.7682047573     2
## 3828 GGGAATGTCAAAGTAG      HLA-DQA2 -0.6933258602     1
## 3829 CCATGTCCACGGCCAT      HLA-DQA2 -0.7248979251     0
## 3830 GGCAATTCATATGGTC      HLA-DQA2 -0.5962859776     0
## 3831 CTGTGCTCATGTCCTC      HLA-DQA2 -0.6718022763     0
## 3832 TTAACTCCAACGCACC      HLA-DQA2 -0.7562472171     0
## 3833 CGAACATAGCGGCTTC      HLA-DQA2 -0.6782286422     0
## 3834 TCGCGTTAGGCACATG      HLA-DQA2  1.3339250663     1
## 3835 GGGTTGCCAAACTGCT      HLA-DQA2  0.8231698439     0
## 3836 ATAAGAGCAGGTGCCT      HLA-DQA2  0.8557987379     1
## 3837 CGGACACGTATTCGTG      HLA-DQA2  0.8103747263     2
## 3838 CTGATAGTCACGACTA      HLA-DQA2 -0.5922869573     0
## 3839 GAACATCGTGAGTATA      HLA-DQA2 -0.7653728126     2
## 3840 TGCTACCAGTGGTCCC      HLA-DQA2  1.9392968946     0
## 3841 GCTGGGTAGTCTTGCA      HLA-DQA2  0.7733425785     0
## 3842 TACGGATGTCTAACGT      HLA-DQA2 -0.8614463743     2
## 3843 TGGGCGTCAATGGATA      HLA-DQA2 -0.8474536474     1
## 3844 CTGCTGTCATTTGCTT      HLA-DQA2 -0.7152468782     2
## 3845 GGGCATCAGCAGCCTC      HLA-DQA2 -0.5344555134     1
## 3846 CGTGAGCAGACTAGAT      HLA-DQA2  0.9007232097     0
## 3847 CAGCGACCACACCGAC      HLA-DQA2 -0.7994734053     2
## 3848 CCCAATCCAGTTAACC      HLA-DQA2 -0.7813104236     2
## 3849 CAGCGACTCAGCGACC      HLA-DQA2 -0.7939379857     0
## 3850 GAGCAGAAGCTATGCT      HLA-DQA2 -0.7805439971     2
## 3851 CTCTGGTTCACTTCAT      HLA-DQA2 -0.6204248477     0
## 3852 CGCGTTTCAGCTGTGC      HLA-DQA2  1.8545664784     1
## 3853 GGACGTCCACCTCGGA      HLA-DQA2  0.9010308141     0
## 3854 TAGTTGGAGAGTTGGC      HLA-DQA2 -0.7292188512     0
## 3855 ATTGGTGTCGGAATCT      HLA-DQA2 -0.7013517523     0
## 3856 GAATGAACACGGCCAT      HLA-DQA2  0.8555933444     2
## 3857 GTGCATACAAGGTGTG      HLA-DQA2 -0.6046995950     0
## 3858 GGAATAAGTCGGCACT      HLA-DQA2  1.3461496204     0
## 3859 ACCCACTTCCAAAGTC      HLA-DQA2 -0.6431247831     0
## 3860 ACTATCTCAATTCCTT      HLA-DQA2  1.5084060198     1
## 3861 AGCATACAGTGGGATC      HLA-DQA2 -0.7627259711     0
## 3862 CTGAAGTGTTTCGCTC      HLA-DQA2  1.0039122734     1
## 3863 TTCTCAATCAACACAC      HLA-DQA2 -0.6337801549     0
## 3864 CGGAGCTAGAGACGAA      HLA-DQA2 -0.7712193229     0
## 3865 CTGGTCTAGTTTGCGT      HLA-DQA2  1.0555445217     0
## 3866 AACGTTGAGAGTCGGT      HLA-DQA2  0.8605969399     2
## 3867 AGGGATGTCTCCAACC      HLA-DQA2 -0.7147324560     1
## 3868 AACCATGAGGTGACCA      HLA-DQA2 -0.6792887748     0
## 3869 ATCTACTTCACATACG      HLA-DQA2 -0.7706125501     0
## 3870 CCTAAAGAGTCTCAAC      HLA-DQA2 -0.6560091340     0
## 3871 ACACCCTAGAGTTGGC      HLA-DQA2 -0.6308901609     2
## 3872 CCGTTCACAGCTGTTA      HLA-DQA2 -0.6311427582     0
## 3873 ATCTACTCAGCAGTTT      HLA-DQA2  0.9704049353     0
## 3874 AGAGCGAGTCCGTTAA      HLA-DQA2 -0.7296793175     0
## 3875 TCATTACTCCAGAGGA      HLA-DQA2 -0.7772284974     0
## 3876 GTCTCGTCATTAGGCT      HLA-DQA2 -0.6632638420     0
## 3877 TGGGCGTAGGCAGTCA      HLA-DQA2 -0.5622124728     0
## 3878 GTGAAGGCAGACAAAT      HLA-DQA2 -0.8074241295     2
## 3879 GGAAAGCTCACTTATC      HLA-DQA2 -0.7919283958     1
## 3880 CTACATTGTACCCAAT      HLA-DQA2 -0.5604969728     0
## 3881 TTAGGCAGTCAAACTC      HLA-DQA2 -0.9234782345     0
## 3882 TACCTATGTAACGTTC      HLA-DQA2 -0.7584991039     2
## 3883 TGAGCCGGTATTCGTG      HLA-DQA2  0.8441936780     1
## 3884 GGGATGATCCAGAGGA      HLA-DQA2  1.9511154686     0
## 3885 TTTCCTCCATCGATTG      HLA-DQA2  1.3338395376     1
## 3886 AGGGAGTTCCTATTCA      HLA-DQA2 -0.7282492752     0
## 3887 GGTATTGAGAGCCTAG      HLA-DQA2 -0.8184469862     1
## 3888 AACTCTTCACGGCTAC      HLA-DQA2 -0.6493466887     0
## 3889 GACTACATCGTTTAGG      HLA-DQA2  0.8674691391     0
## 3890 GGGCACTAGTGAAGTT      HLA-DQA2  0.7936577608     0
## 3891 TTTATGCCAAAGCAAT      HLA-DQA2 -0.6184363428     0
## 3892 CTAGAGTGTGCAACTT      HLA-DQA2 -0.6620805271     2
## 3893 ACCCACTCAGCGAACA      HLA-DQA2 -0.7507627681     0
## 3894 TACGGTACACATCTTT      HLA-DQA2 -0.8531950075     0
## 3895 GCGCGATTCCGAGCCA      HLA-DQA2 -0.6673446275     2
## 3896 CCACGGAAGTTTAGGA      HLA-DQA2 -0.6564346505     2
## 3897 CGTCTACGTCACTGGC      HLA-DQA2 -0.7323464963     1
## 3898 CTGGTCTTCACGGTTA      HLA-DQA2 -0.7126173996     0
## 3899 GTCAAGTGTTCATGGT      HLA-DQA2 -0.7250469364     0
## 3900 TACCTATTCTCTGAGA      HLA-DQA2  1.9535202652     0
## 3901 CACAAACAGGGAGTAA      HLA-DQA2 -0.6853929504     0
## 3902 CGAATGTCAAGCCCAC      HLA-DQA2 -0.7678742998     2
## 3903 AAACCTGGTAGCCTAT      HLA-DQA2 -0.7587076018     1
## 3904 CTACCCAGTATTAGCC      HLA-DQA2 -0.6144003432     0
## 3905 AGGCCACTCATTCACT      HLA-DQA2  0.7807025573     1
## 3906 GTTCGGGGTACAGTGG      HLA-DQA2  0.8475401862     0
## 3907 ACGAGGACAACTTGAC      HLA-DQA2  1.9587473026     1
## 3908 TAGCCGGGTATATGGA      HLA-DQA2 -0.6616315676     2
## 3909 GGATTACGTCTCTCTG      HLA-DQA2 -0.7503398249     2
## 3910 GGCCGATCATCGATGT      HLA-DQA2  1.8721863585     1
## 3911 ACATGGTTCGTTGCCT      HLA-DQA2 -0.6847989464     0
## 3912 GGGCATCTCTCCAACC      HLA-DQA2 -0.7651237912     0
## 3913 AACTCAGTCTTGTATC      HLA-DQA2 -0.7697785570     0
## 3914 GGGTCTGTCCTAGAAC      HLA-DQA2 -0.7941577864     0
## 3915 ATTATCCGTGTGCCTG      HLA-DQA2 -0.7269612690     1
## 3916 CCCAATCAGGCTAGCA      HLA-DQA2  2.2485061080     1
## 3917 CAGCAGCTCAGATAAG      HLA-DQA2 -0.8336099680     0
## 3918 CTTAACTCACCGAAAG      HLA-DQA2  0.9004427731     0
## 3919 TGGGCGTAGTTGAGAT      HLA-DQA2 -0.7972500426     0
## 3920 AAGCCGCAGGGTATCG      HLA-DQA2 -0.7025009479     1
## 3921 TGCGGGTGTTTACTCT      HLA-DQA2 -0.7517908092     0
## 3922 TCACGAATCCCTCTTT      HLA-DQA2 -0.6074424642     2
## 3923 TCAGATGCATTCACTT      HLA-DQA2 -0.6572045464     0
## 3924 GCGACCAAGATGCCTT      HLA-DQA2  1.4299621401     2
## 3925 CGTTAGACACAACGTT      HLA-DQA2 -0.8482764550     1
## 3926 GACACGCGTACAAGTA      HLA-DQA2 -0.7706937653     1
## 3927 CACACCTGTCGCGAAA      HLA-DQA2  1.5039459548     2
## 3928 CTTGGCTCAGCCTATA      HLA-DQA2 -0.6633253506     0
## 3929 CGAGCACTCTGCTGCT      HLA-DQA2 -0.7290224458     2
## 3930 ACTATCTCATGCAACT      HLA-DQA2  0.8699246604     2
## 3931 GATGAGGTCCGCATAA      HLA-DQA2  0.8860700111     0
## 3932 AAGGCAGCATGCGCAC      HLA-DQA2 -0.7442304644     0
## 3933 TACTTGTTCTCGTATT      HLA-DQA2  1.6260247230     2
## 3934 ATTCTACCAGGCTGAA      HLA-DQA2 -0.7736107096     2
## 3935 CGGTTAAAGTTACCCA      HLA-DQA2  1.4800195449     1
## 3936 AGCGTCGAGATGTCGG      HLA-DQA2  0.8419502298     2
## 3937 CGACTTCCACGAAACG      HLA-DQA2 -0.6706629091     0
## 3938 AGTGTCAAGTGAAGAG      HLA-DQA2  0.8363243579     0
## 3939 AAGGCAGCAAGTTCTG      HLA-DQA2  2.5000000000     1
## 3940 TCGCGTTTCTCGCATC      HLA-DQA2  0.9538340152     0
## 3941 TTAGGACGTGAGTGAC      HLA-DQA2 -0.7037559160     2
## 3942 ACAGCTACATCATCCC      HLA-DQA2 -0.7878587409     0
## 3943 GACTGCGCAAAGAATC      HLA-DQA2 -0.7627730022     0
## 3944 ACATACGGTTTGACTG      HLA-DQA2 -0.7661520680     1
## 3945 ATCCGAATCTTGCATT      HLA-DQA2 -0.7097221465     2
## 3946 CGTCTACCACATTCGA      HLA-DQA2 -0.6974005583     0
## 3947 ATAAGAGGTCAAGCGA      HLA-DQA2  2.2309545927     1
## 3948 ACGGGTCCAATCACAC      HLA-DQA2  0.7268874218     0
## 3949 TAAGCGTCAATTGCTG      HLA-DQA2  0.9081230447     0
## 3950 ACACCAAAGAGCCTAG      HLA-DQA2 -0.6564361355     0
## 3951 TATGCCCCATCACGTA      HLA-DQA2  0.8889189601     1
## 3952 CATGGCGCATAACCTG      HLA-DQA2 -0.5816266848     0
## 3953 TACGGTAAGTTTCCTT      HLA-DQA2 -0.8167698148     2
## 3954 GGAGCAAGTAATCACC      HLA-DQA2 -0.6971515633     0
## 3955 GGGCATCCACATCCGG      HLA-DQA2  1.4144275228     0
## 3956 AGTGAGGGTTGCTCCT      HLA-DQA2 -0.8312954614     2
## 3957 GAAATGAAGTGGGCTA      HLA-DQA2 -0.7139124396     2
## 3958 GATCGTACAATAGCAA      HLA-DQA2 -0.6945379892     0
## 3959 GTAGTCAGTTTAGCTG      HLA-DQA2 -0.6202962650     1
## 3960 TCACAAGGTGACGCCT      HLA-DQA2 -0.8104567167     2
## 3961 GTCATTTTCCGCATCT        FCGR3A -0.8014342059     0
## 3962 ATAAGAGAGGAGTTGC        FCGR3A -0.8351659591     1
## 3963 CATTATCCATGGTCTA        FCGR3A -0.5860709365     0
## 3964 CTTAGGAGTGGCGAAT        FCGR3A -0.6889954627     0
## 3965 CATCAGAAGCACCGCT        FCGR3A  0.8840297873     2
## 3966 GCGGGTTAGTAGCCGA        FCGR3A  1.0856105734     2
## 3967 CAGAGAGAGCGCCTTG        FCGR3A  0.4001104709     0
## 3968 CTGAAGTCAGACACTT        FCGR3A  1.2796324556     0
## 3969 GGACGTCCAGGTGCCT        FCGR3A  0.5557436863     1
## 3970 AAAGCAAGTGGTGTAG        FCGR3A -0.5529685971     2
## 3971 TCTCATACAGGGCATA        FCGR3A -0.6351372183     0
## 3972 AACTCAGGTACTCGCG        FCGR3A  1.0662264467     2
## 3973 CACATTTGTGAGTATA        FCGR3A  2.2302166840     0
## 3974 ACTTTCAAGGTGTTAA        FCGR3A  0.5821176574     0
## 3975 TGCCCATCAGACGCAA        FCGR3A  2.5000000000     2
## 3976 CTAAGACCAATGCCAT        FCGR3A -0.6156986367     0
## 3977 CGGAGCTCATTTGCTT        FCGR3A -0.5487026327     0
## 3978 GAGCAGATCGACGGAA        FCGR3A -0.6787123787     0
## 3979 TAAACCGAGATCGATA        FCGR3A -0.5977428815     0
## 3980 GTCTCGTGTACATCCA        FCGR3A -0.6521810842     0
## 3981 GTATCTTAGACCCACC        FCGR3A  1.1599063804     1
## 3982 GAGCAGAAGAGCCTAG        FCGR3A -0.5717139140     1
## 3983 GTGCAGCTCACATAGC        FCGR3A  0.7271246516     0
## 3984 CCTATTAGTAAACCTC        FCGR3A -0.5885444124     0
## 3985 AGAGTGGAGTTTAGGA        FCGR3A -0.6016297025     0
## 3986 TACGGGCAGGTGATTA        FCGR3A  2.5000000000     2
## 3987 ACTATCTCAATCTACG        FCGR3A -0.6448055326     0
## 3988 CGAGCCATCAGGCAAG        FCGR3A  0.6325359448     0
## 3989 CGAATGTCAATTGCTG        FCGR3A -0.5023015260     0
## 3990 TACGGTATCGTTACGA        FCGR3A -0.6286075218     0
## 3991 CTGTGCTCAAGGTGTG        FCGR3A  1.9749457449     2
## 3992 CCATGTCGTAACGACG        FCGR3A -0.6566790579     0
## 3993 TGCTGCTAGACACTAA        FCGR3A  0.6850277160     0
## 3994 ACGGGTCTCGCTTAGA        FCGR3A  1.2542474269     2
## 3995 ACGAGGAAGGCTAGCA        FCGR3A -0.7080371296     0
## 3996 GCACTCTGTCGGCACT        FCGR3A  1.0594717502     2
## 3997 ATCATGGGTTTAAGCC        FCGR3A -0.5206540362     0
## 3998 GCATGTAGTAAAGGAG        FCGR3A  1.8081719040     2
## 3999 CAACTAGAGTGGGCTA        FCGR3A -0.7125637975     0
## 4000 AACACGTCAATCAGAA        FCGR3A -0.6055137396     1
## 4001 AAAGTAGGTGTCTGAT        FCGR3A -0.5189367446     1
## 4002 CTCATTATCGCTGATA        FCGR3A  2.5000000000     2
## 4003 TACTCGCCAACGCACC        FCGR3A  0.8824050389     2
## 4004 GGACATTGTCCTGCTT        FCGR3A -0.5611716308     1
## 4005 ACTGAACAGAGCTGGT        FCGR3A  0.7424217742     0
## 4006 CTCGGGAAGTGCAAGC        FCGR3A -0.6757055442     0
## 4007 AGCTCCTAGCATGGCA        FCGR3A -0.6599634187     0
## 4008 TATTACCGTCGACTGC        FCGR3A -0.6080537015     0
## 4009 GAACGGACATTTCACT        FCGR3A  0.8665961764     2
## 4010 CACAAACTCCCGGATG        FCGR3A -0.5149203310     0
## 4011 GCTCCTAAGGGAGTAA        FCGR3A  1.5045984786     2
## 4012 GACTAACCATCACGTA        FCGR3A -0.6160184368     1
## 4013 TACTCGCTCTTAACCT        FCGR3A  1.4880801688     2
## 4014 AGGCCGTCAGGAACGT        FCGR3A -0.4713447039     1
## 4015 CCACTACAGTGCTGCC        FCGR3A -0.8384320864     0
## 4016 ATCCACCCAAGCCGTC        FCGR3A -0.5044133338     2
## 4017 GAGTCCGAGACTGTAA        FCGR3A  1.4156500356     2
## 4018 AAGCCGCCAGAAGCAC        FCGR3A -0.5997708422     0
## 4019 GACACGCCAGATTGCT        FCGR3A -0.7572531545     0
## 4020 CGACTTCAGGCTACGA        FCGR3A -0.5153360579     0
## 4021 GGGTTGCCAGTAAGCG        FCGR3A  0.7425708792     2
## 4022 AGTGAGGGTCAGAATA        FCGR3A -0.6574899564     0
## 4023 GATCTAGCAGCCACCA        FCGR3A -0.4945632506     1
## 4024 ACGAGGACAAGACGTG        FCGR3A -0.7297251772     0
## 4025 CATATGGCAAGCCGCT        FCGR3A  0.6508826829     0
## 4026 TTATGCTCAGACGCTC        FCGR3A  0.9491602753     0
## 4027 AGTGTCAAGTCGCCGT        FCGR3A -0.5848865441     0
## 4028 AAGGCAGGTCTGCCAG        FCGR3A  2.4401286873     2
## 4029 TCAGGATAGCCCGAAA        FCGR3A  1.3938951168     2
## 4030 CCACTACCACTAGTAC        FCGR3A -0.5023860491     1
## 4031 AGCAGCCTCGCCAAAT        FCGR3A -0.6296820075     0
## 4032 CTGCCTATCCATGCTC        FCGR3A -0.6875847048     0
## 4033 GCTGCAGCATAGTAAG        FCGR3A  0.8830658673     0
## 4034 GCGCAGTTCAGTTCGA        FCGR3A -0.6744178243     1
## 4035 GGGCATCGTAGCGCTC        FCGR3A  0.7838778023     2
## 4036 CTAATGGGTTACGTCA        FCGR3A -0.5052830818     0
## 4037 ATTCTACGTTATCGGT        FCGR3A -0.3894924178     0
## 4038 GAAATGATCAGCTGGC        FCGR3A -0.6262093556     0
## 4039 TGCTACCTCGTCCAGG        FCGR3A -0.6333925530     0
## 4040 ACATGGTCACTTACGA        FCGR3A -0.5005782606     0
## 4041 ACTTTCAAGCGTTGCC        FCGR3A  1.5220065109     0
## 4042 CCTACACGTAAACCTC        FCGR3A -0.5806741179     0
## 4043 ATTGGTGAGATCCCAT        FCGR3A -0.7267333020     0
## 4044 CCGGGATCACAGACAG        FCGR3A -0.6169838140     1
## 4045 CAGTAACTCTCTTGAT        FCGR3A -0.5424599834     0
## 4046 ATCTACTCAATAGCGG        FCGR3A -0.5377748282     0
## 4047 ACCCACTGTTAAGAAC        FCGR3A -0.5348206716     1
## 4048 ACATACGTCTGCTTGC        FCGR3A -0.6659970667     0
## 4049 CGTCTACGTTGAACTC        FCGR3A -0.7653688648     0
## 4050 ATTATCCCAGCAGTTT        FCGR3A  0.7606114525     0
## 4051 GAAACTCTCGTTACGA        FCGR3A -0.6509916765     0
## 4052 GATGAAACATCATCCC        FCGR3A  1.5224286583     2
## 4053 CACAGTATCTGTCCGT        FCGR3A  0.6770036528     0
## 4054 TGAAAGAAGGAGCGAG        FCGR3A  0.8379494226     0
## 4055 CCGGTAGAGACCGGAT        FCGR3A  1.8688359069     2
## 4056 TGCGGGTTCTAACCGA        FCGR3A -0.7162005554     1
## 4057 GGCGACTTCGCGCCAA        FCGR3A -0.6853279722     0
## 4058 GGGATGAAGTCGCCGT        FCGR3A -0.5987913380     0
## 4059 GATTCAGGTACAGACG        FCGR3A -0.5987545400     0
## 4060 TAGACCACAAGAAGAG        FCGR3A -0.6429315779     0
## 4061 AATCCAGGTCAGAGGT        FCGR3A -0.5674960726     1
## 4062 TGAGCCGCAATGGACG        FCGR3A  0.6856237665     0
## 4063 CACATAGGTACTCTCC        FCGR3A -0.7629573220     0
## 4064 CATGGCGAGCAATATG        FCGR3A -0.6572485674     1
## 4065 CAGTAACGTTATTCTC        FCGR3A  0.8093213721     1
## 4066 GCGAGAAGTTCCGTCT        FCGR3A -0.6114720040     0
## 4067 TTTACTGGTCCCTTGT        FCGR3A -0.6827765767     1
## 4068 ATCATGGCACGAAATA        FCGR3A -0.6777862205     0
## 4069 CGCCAAGAGGCAGTCA        FCGR3A  0.9655823940     0
## 4070 CGTCCATGTCCAGTAT        FCGR3A -0.6373056795     0
## 4071 TGGCGCATCCATTCTA        FCGR3A -0.7199103037     0
## 4072 CCCATACGTAGCTTGT        FCGR3A -0.6906595899     0
## 4073 GCATGCGGTGCTGTAT        FCGR3A -0.6589894973     0
## 4074 TTCTTAGCATGCTAGT        FCGR3A -0.7371424804     0
## 4075 TGCGCAGAGTGGACGT        FCGR3A  1.0155134687     1
## 4076 ATTATCCGTTGCTCCT        FCGR3A -0.6227061362     0
## 4077 AGAATAGAGACTAGGC        FCGR3A  2.4634938287     2
## 4078 CCTACACAGCTGCAAG        FCGR3A -0.5570954874     1
## 4079 GACAGAGAGTGCTGCC        FCGR3A  0.8795907040     2
## 4080 GTTCGGGTCCCAAGAT        FCGR3A -0.7968473957     2
## 4081 AGTAGTCGTAAGCACG        FCGR3A  0.7683380702     2
## 4082 CTCACACGTACCTACA        FCGR3A -0.4799680675     0
## 4083 GCAGTTAAGTGGGTTG        FCGR3A  0.6237812121     0
## 4084 GTCAAGTCAGCTCGAC        FCGR3A  0.6717142736     2
## 4085 GCTGCGATCCCTAACC        FCGR3A -0.4334036172     1
## 4086 GATCGTATCCCTAACC        FCGR3A -0.6068786613     0
## 4087 TGAGAGGTCCGTAGTA        FCGR3A -0.5314044197     0
## 4088 CTCGTCAGTGCACTTA        FCGR3A -0.6769808169     0
## 4089 AGCATACAGCAAATCA        FCGR3A -0.5994793581     0
## 4090 TCGGGACGTGTCAATC        FCGR3A -0.5806787612     0
## 4091 ATGCGATGTAAACACA        FCGR3A -0.6696694787     0
## 4092 CATGACACACAACGTT        FCGR3A -0.9001637823     0
## 4093 GCTTGAAGTGCTAGCC        FCGR3A  0.5746471562     0
## 4094 TTTGGTTTCTCTTATG        FCGR3A -0.6292809849     0
## 4095 ACACCCTGTGAAATCA        FCGR3A  1.7379804708     2
## 4096 ATCATGGTCCCTCAGT        FCGR3A  0.7805477958     0
## 4097 CCTCTGACAATCAGAA        FCGR3A -0.5557249413     0
## 4098 ACATACGAGACACTAA        FCGR3A -0.3442267982     2
## 4099 TCACAAGTCCGTAGGC        FCGR3A -0.4710740736     1
## 4100 GCAGTTAGTCCAGTGC        FCGR3A -0.6102696533     1
## 4101 AGTGAGGGTTACAGAA        FCGR3A  0.9095317100     2
## 4102 CACACAAGTAATCACC        FCGR3A -0.5577345976     0
## 4103 GATCGCGAGGCTAGAC        FCGR3A  1.3930421339     0
## 4104 CTCGTACTCCTTTCGG        FCGR3A -0.8409190325     0
## 4105 ATCCACCTCGGCGGTT        FCGR3A  1.5437534166     2
## 4106 GAAGCAGAGCTAGTTC        FCGR3A -0.5607707333     1
## 4107 CAGTCCTAGTGTCTCA        FCGR3A  0.7787197202     2
## 4108 CGCTTCACAATGGATA        FCGR3A -0.7454604541     0
## 4109 TCCCGATTCATATCGG        FCGR3A -0.6234290531     0
## 4110 TGTGGTACATATACCG        FCGR3A  0.7762530068     0
## 4111 TACCTTACACTACAGT        FCGR3A -0.5266787291     1
## 4112 GTAGGCCGTCCGTCAG        FCGR3A  0.8748554272     0
## 4113 CAGAATCCAATCAGAA        FCGR3A -0.6767522416     0
## 4114 GGATTACTCTGTGCAA        FCGR3A  1.5221620204     2
## 4115 GTCGTAAGTTTGTTTC        FCGR3A  1.3789707644     2
## 4116 GATCGTAAGCCAGTAG        FCGR3A -0.6092360452     0
## 4117 GACTACAGTTAAAGAC        FCGR3A -0.5534431787     0
## 4118 CATGACACAACACCTA        FCGR3A  1.0860724632     2
## 4119 CACCAGGTCACGCGGT        FCGR3A  0.8010801394     0
## 4120 GTCTTCGTCTGAGTGT        FCGR3A  1.3517227278     2
## 4121 CCTTCGAAGTGGGATC        FCGR3A  0.9953616288     0
## 4122 GTGCGGTGTCCTGCTT        FCGR3A -0.6107386087     0
## 4123 GTCACAACATGCCTTC        FCGR3A -0.5623742461     1
## 4124 CAGAGAGTCAGTCAGT        FCGR3A -0.5737753012     0
## 4125 GTGCGGTGTACTCTCC        FCGR3A  2.4481169708     0
## 4126 CAGCTAATCAAGATCC        FCGR3A -0.5595927493     1
## 4127 CAAGATCGTTGGGACA        FCGR3A -0.5245669970     0
## 4128 TTTATGCCATCACAAC        FCGR3A  1.5682197796     2
## 4129 CGGTTAATCCCAAGTA        FCGR3A -0.5404191853     1
## 4130 TAGCCGGTCCGTAGTA        FCGR3A -0.5788183357     1
## 4131 ACGAGCCGTGTTTGTG        FCGR3A -0.7587377076     2
## 4132 AGCATACCAAACCCAT        FCGR3A -0.7218363845     0
## 4133 GAAATGATCAACACTG        FCGR3A  2.0119478455     0
## 4134 TATCTCACATAACCTG        FCGR3A  0.8005293145     2
## 4135 CCGTACTCACTTCTGC        FCGR3A -0.6477744620     1
## 4136 CTAGAGTTCAGAGGTG        FCGR3A -0.6863206656     0
## 4137 CTGATAGCATACAGCT        FCGR3A  0.8583559240     0
## 4138 TCGAGGCCACGGTAGA        FCGR3A -0.7070012533     1
## 4139 GATCAGTTCACTTATC        FCGR3A -0.7308352981     0
## 4140 GTTTCTAAGCCCTAAT        FCGR3A -0.6866987031     0
## 4141 CAGCTGGAGGAATTAC        FCGR3A -0.4693883856     1
## 4142 AGAGTGGTCGATCCCT        FCGR3A -0.4756975881     0
## 4143 CATGGCGCAACTGCTA        FCGR3A -0.6913965981     0
## 4144 CTGGTCTGTATATGGA        FCGR3A -0.5168067062     1
## 4145 CGTCACTCACAGGAGT        FCGR3A -0.6514092129     0
## 4146 AACTGGTTCAACCAAC        FCGR3A -0.5169538384     1
## 4147 CCATTCGCAGGGAGAG        FCGR3A  1.4795664221     0
## 4148 CATCAGATCTTCAACT        FCGR3A -0.6277965853     0
## 4149 GAATGAATCAGGCAAG        FCGR3A -0.7419626201     0
## 4150 TGTCCCATCGAATGCT        FCGR3A -0.5179532752     0
## 4151 AGTGGGACAGCCAATT        FCGR3A -0.5521994147     0
## 4152 AGAGCTTTCACATGCA        FCGR3A -0.6650716529     0
## 4153 TGCGGGTTCTGCAGTA        FCGR3A -0.5446453944     0
## 4154 GTCGTAAGTCGGCACT        FCGR3A -0.9646422988     0
## 4155 CTCGAGGTCGGAGCAA        FCGR3A -0.6449325992     0
## 4156 CTACACCAGATGAGAG        FCGR3A -0.5945770116     1
## 4157 ACGGCCATCTTACCTA        FCGR3A -0.6241400354     0
## 4158 CCCAGTTCACACCGAC        FCGR3A -0.4805639632     1
## 4159 TCGGGACTCGGATGGA        FCGR3A -0.6553090919     1
## 4160 CATCGGGTCCCGACTT        FCGR3A -0.6173331484     0
## 4161 CTTAACTGTAAGGATT        FCGR3A  1.7056995884     2
## 4162 AACCATGAGCGTAATA        FCGR3A  0.9880268362     2
## 4163 TCAGATGGTCTTCTCG        FCGR3A  0.9283529154     0
## 4164 CTCACACTCCCAACGG        FCGR3A  1.0160269265     0
## 4165 CCATGTCAGGATGGAA        FCGR3A -0.7538651266     0
## 4166 GGGTCTGGTACTTGAC        FCGR3A -0.5874626003     0
## 4167 GGAACTTCACAGTCGC        FCGR3A -0.5754104843     0
## 4168 GACCTGGCACATCCAA        FCGR3A  1.4703939908     2
## 4169 CAGTCCTCAAGACACG        FCGR3A -0.6104776933     1
## 4170 AGATCTGCATATGGTC        FCGR3A -0.7593565954     0
## 4171 CATCAGAGTATTCTCT        FCGR3A -0.5338061522     0
## 4172 TGCACCTTCGATAGAA        FCGR3A -0.6314174517     0
## 4173 CCTACACTCCCAAGTA        FCGR3A  0.8977842466     0
## 4174 ACTTTCATCGTAGATC        FCGR3A -0.6794412526     1
## 4175 TTGCGTCCACCATGTA        FCGR3A -0.5581414393     0
## 4176 AAATGCCAGGTGCTAG        FCGR3A -0.7675173914     0
## 4177 ATGCGATGTCCATCCT        FCGR3A -0.6015953835     1
## 4178 CCAGCGAAGCCACTAT        FCGR3A -0.6139853091     0
## 4179 TACTTGTAGTGTACTC        FCGR3A  2.0800484545     2
## 4180 AGGGATGTCTCGCTTG        FCGR3A -0.6050264809     1
## 4181 TGTCCCAGTATTAGCC        FCGR3A -0.4772684930     0
## 4182 TGCTACCTCGCACTCT        FCGR3A -0.4164899648     1
## 4183 GTAACGTCAGTATAAG        FCGR3A -0.4883827237     1
## 4184 GCGCAACGTTCGTTGA        FCGR3A -0.5059125853     1
## 4185 GCGAGAACATGAGCGA        FCGR3A -0.5678679680     1
## 4186 TGCCCTAGTGCACCAC        FCGR3A -0.5837142833     1
## 4187 CTAGAGTGTAAACACA        FCGR3A -0.7554087872     0
## 4188 AGTAGTCCACCGGAAA        FCGR3A  2.5000000000     0
## 4189 CATATTCTCAGCGATT        FCGR3A -0.4056688218     2
## 4190 GAATGAAGTAACGACG        FCGR3A -0.7752992176     0
## 4191 GATCAGTAGTACTTGC        FCGR3A -0.6427024894     0
## 4192 CAAGAAACAGGATTGG        FCGR3A -0.6466258620     1
## 4193 CCTATTATCAACACTG        FCGR3A -0.6159712456     0
## 4194 CAGCAGCTCTGCGGCA        FCGR3A -0.7014166027     0
## 4195 ATAAGAGAGCTGCGAA        FCGR3A -0.5386917363     1
## 4196 AGATCTGCACCTATCC        FCGR3A -0.5199976672     0
## 4197 GACACGCGTAGAGCTG        FCGR3A -0.6257010519     0
## 4198 TACACGAAGCTAGGCA        FCGR3A -0.5680232505     0
## 4199 AACACGTTCCGAAGAG        FCGR3A -0.6357472268     0
## 4200 TTAACTCGTGTAATGA        FCGR3A  0.9374707212     1
## 4201 TGGCGCAGTTCAGACT        FCGR3A  0.8179306974     2
## 4202 CATCAGAGTCTAGTCA        FCGR3A -0.5006069665     1
## 4203 CTAGAGTAGCATGGCA        FCGR3A  1.8501252099     2
## 4204 TACGGTAAGCGTGAAC        FCGR3A  2.1836282730     2
## 4205 TGACTTTTCGGATGTT        FCGR3A -0.5209246217     1
## 4206 CTCACACTCCTACAGA        FCGR3A  0.9507875819     1
## 4207 CCGTACTCACTGAAGG        FCGR3A  0.7012176644     0
## 4208 ATAACGCGTGGAAAGA        FCGR3A  2.2513340208     0
## 4209 GCTTGAAAGCTAGGCA        FCGR3A -0.6877009535     1
## 4210 AAGTCTGGTGTTGGGA        FCGR3A  2.0993175675     2
## 4211 CGATCGGGTACAGCAG        FCGR3A -0.5942868443     1
## 4212 AGTAGTCTCGATGAGG        FCGR3A  1.5318626271     2
## 4213 CGACCTTCAGACGCTC        FCGR3A -0.5216223030     1
## 4214 GCATACACATGCAACT        FCGR3A -0.6464119951     0
## 4215 TCCCGATTCGCAGGCT        FCGR3A -0.8622145916     2
## 4216 TTAGGCAAGATCGATA        FCGR3A -0.4519656761     1
## 4217 TCGTACCAGGCAAAGA        FCGR3A -0.5618148007     0
## 4218 GGATGTTGTATAGGGC        FCGR3A  2.1514894848     2
## 4219 AATCCAGCAGAGTGTG        FCGR3A -0.7068936921     0
## 4220 CATGCCTCACGGCCAT        FCGR3A -0.6466231209     1
## 4221 CTCGAAACACATGACT        FCGR3A -0.4755120453     2
## 4222 CTGCCTAGTTGCGTTA        FCGR3A -0.5754339432     0
## 4223 GGCGACTAGACAGAGA        FCGR3A -0.7223804328     1
## 4224 TACAGTGGTGTAATGA        FCGR3A -0.5931283105     1
## 4225 ACGAGCCTCTTATCTG        FCGR3A -0.8160873869     2
## 4226 GGGAATGCAAATACAG        FCGR3A -0.6295505746     1
## 4227 TGCACCTGTACCGAGA        FCGR3A  1.0892141835     0
## 4228 ATCATCTTCAGTCAGT        FCGR3A -0.5641119469     0
## 4229 CATATTCGTACAGTTC        FCGR3A -0.4728640211     0
## 4230 GCATGATGTTCCACTC        FCGR3A -0.5183571511     0
## 4231 AAGGCAGTCACGACTA        FCGR3A -0.7690168579     0
## 4232 GAAACTCTCTATCCCG        FCGR3A -0.6476187760     0
## 4233 AGCATACTCTGCTGTC        FCGR3A -0.6201132418     1
## 4234 TGGGCGTCAGCGTTCG        FCGR3A  0.7955652546     1
## 4235 TCGTAGAGTTCGTCTC        FCGR3A -0.7416108538     0
## 4236 GACAGAGGTACCGCTG        FCGR3A -0.5207689789     1
## 4237 TCTCATACACATAACC        FCGR3A -0.4218301127     0
## 4238 TGGGCGTCATTGAGCT        FCGR3A -0.8483385784     0
## 4239 CATGACACATGTCTCC        FCGR3A -0.5520500162     0
## 4240 GAATAAGGTGCACGAA        FCGR3A -0.4702394347     1
## 4241 TGCGCAGCAAGCGAGT        FCGR3A -0.3371896020     0
## 4242 CTTCTCTCAGCCAGAA        FCGR3A  0.8812977191     0
## 4243 AAGCCGCAGTGGCACA        FCGR3A -0.5086894330     0
## 4244 CTCTACGAGTGGACGT        FCGR3A  0.9291044062     2
## 4245 GTCATTTTCTATCCCG        FCGR3A  2.5000000000     2
## 4246 CGAGCACAGCCACTAT        FCGR3A -0.6349000018     1
## 4247 AGTAGTCGTAACGACG        FCGR3A -0.5077664354     0
## 4248 GACGTGCAGAGGGATA        FCGR3A -0.8043558882     0
## 4249 GTCTTCGTCCAACCAA        FCGR3A -0.6145305544     2
## 4250 CAAGGCCTCGCCCTTA        FCGR3A -0.6616390048     0
## 4251 TGTGGTACATGGTTGT        FCGR3A  0.8961015646     2
## 4252 CCTCAGTTCGAATGCT        FCGR3A -0.3808073325     1
## 4253 ACCGTAATCTGAGGGA        FCGR3A -0.5683452829     1
## 4254 GTTAAGCCAGTTCATG        FCGR3A  1.0560384223     0
## 4255 CTGCCTATCAATCTCT        FCGR3A -0.5538665153     0
## 4256 GACGGCTTCTCCAACC        FCGR3A -0.5094185328     0
## 4257 TTTCCTCCAGTTCCCT        FCGR3A  1.0140809684     0
## 4258 GCGCCAAAGCCCTAAT        FCGR3A -0.7331400968     0
## 4259 CCACCTATCCCGACTT        FCGR3A -0.6346730380     1
## 4260 TTTATGCCAGGGCATA        FCGR3A -0.6639805470     1
## 4261 TACAGTGTCGCGGATC        FCGR3A -0.6600095174     0
## 4262 AGCTCTCCACCACGTG        FCGR3A -0.7934590231     0
## 4263 GTGGGTCCATTGAGCT        FCGR3A  0.8813621678     1
## 4264 GGGATGACAGACTCGC        FCGR3A -0.7227328852     0
## 4265 ACACCAAGTTCGGGCT        FCGR3A -0.7313556257     1
## 4266 TGATTTCAGCTATGCT        FCGR3A -0.5402312791     1
## 4267 TGGCCAGAGAGGGCTT        FCGR3A  2.0755482332     2
## 4268 TCGGTAAGTAAAGTCA        FCGR3A  1.6434108825     2
## 4269 TGAAAGAGTCCCTTGT        FCGR3A -0.4546780405     1
## 4270 CCGTGGATCGTTTATC        FCGR3A -0.4374940532     1
## 4271 GAACCTATCCTCAACC        FCGR3A -0.6366588435     0
## 4272 GCGCAGTCATCCAACA        FCGR3A -0.6132500916     1
## 4273 ACATGGTTCGCGCCAA        FCGR3A -0.4923285595     1
## 4274 CTTGGCTGTACGCACC        FCGR3A -0.7789008448     0
## 4275 AGATTGCAGGCCCGTT        FCGR3A -0.6389195330     0
## 4276 AGGCCGTGTTACGGAG        FCGR3A -0.8869847329     1
## 4277 GGTGTTAGTTAAGATG        FCGR3A -0.4177701929     0
## 4278 GGAATAATCCTGTAGA        FCGR3A -0.4535913631     1
## 4279 TATTACCGTATTAGCC        FCGR3A -0.6216701010     1
## 4280 ATAACGCGTTAGTGGG        FCGR3A  0.9949380539     0
## 4281 AAACGGGGTTATCCGA        FCGR3A -0.6126302649     1
## 4282 TGTGGTATCGTTTAGG        FCGR3A -0.4260458087     1
## 4283 ATCACGAGTATGAATG        FCGR3A -0.7760978755     0
## 4284 CAGCAGCTCACCTCGT        FCGR3A -0.4787135084     0
## 4285 CCAATCCGTATTACCG        FCGR3A -0.5212356729     1
## 4286 TTCTACATCACATAGC        FCGR3A  2.5000000000     2
## 4287 TGTCCCATCGTATCAG        FCGR3A  2.2520543851     2
## 4288 AGCTCTCAGTGTTTGC        FCGR3A -0.8313391092     0
## 4289 CAACCTCAGTAACCCT        FCGR3A  2.5000000000     2
## 4290 GTGGGTCAGGTAAACT        FCGR3A -0.8000588857     0
## 4291 TAAGTGCCACGTCAGC        FCGR3A -0.8087696863     1
## 4292 GACCTGGCAGCCACCA        FCGR3A -0.6704967496     0
## 4293 ACAGCCGCAGGATCGA        FCGR3A  1.6488049234     0
## 4294 AACTCCCCAGCTCGCA        FCGR3A -0.7425958404     0
## 4295 GGAAAGCGTCTCTCGT        FCGR3A -0.5921686251     0
## 4296 CGCTTCAAGCAGGTCA        FCGR3A -0.5286540438     1
## 4297 GATCGCGAGAAGGGTA        FCGR3A -0.5675094458     1
## 4298 AAGCCGCCAGGATTGG        FCGR3A -0.6154984321     1
## 4299 ATTGGACGTCGTGGCT        FCGR3A  0.9153572746     0
## 4300 CCCATACCACTAAGTC        FCGR3A  2.5000000000     2
## 4301 TCTCTAATCCCATTTA        FCGR3A -0.3878040347     1
## 4302 TCGTAGAGTGGTACAG        FCGR3A -0.6085385897     1
## 4303 AAACGGGAGAGACGAA        FCGR3A  1.1348775636     0
## 4304 GACTACATCACCACCT        FCGR3A  2.2300654759     2
## 4305 GAAACTCAGTTGAGTA        FCGR3A -0.5467133817     0
## 4306 CCCTCCTTCCTCCTAG        FCGR3A -0.4766262980     1
## 4307 GCGACCATCACGGTTA        FCGR3A  2.2718681821     2
## 4308 TCTCTAAAGAGTCGGT        FCGR3A -0.6297150241     1
## 4309 GGCTCGATCTCACATT        FCGR3A -0.8609462733     0
## 4310 CTGATAGAGGCAGGTT        FCGR3A  2.1980938030     1
## 4311 CATGCCTAGGAGTTTA        FCGR3A -0.7599690129     1
## 4312 TGGCTGGTCAGCCTAA        FCGR3A -0.5992805673     0
## 4313 TCAGATGTCGTTACAG        FCGR3A -0.5219950506     0
## 4314 CAGCTGGGTTATGTGC        FCGR3A -0.6808438948     0
## 4315 GGAACTTAGTCGTACT        FCGR3A -0.5412000779     0
## 4316 CCGGGATCACCGGAAA        FCGR3A -0.4720236562     1
## 4317 CCTTCGATCAAAGACA        FCGR3A -0.6221994443     0
## 4318 CGAGAAGGTATCGCAT        FCGR3A -0.5238939015     0
## 4319 CCTAAAGAGACTGGGT        FCGR3A -0.7998360258     0
## 4320 CAGATCACATTGGCGC        FCGR3A -0.6054764172     1
## 4321 CTAGCCTAGCTGGAAC        FCGR3A  0.7158797171     1
## 4322 ATTGGTGTCTCGTATT        FCGR3A  2.5000000000     2
## 4323 GGGAATGTCAAAGTAG        FCGR3A -0.6372595437     1
## 4324 CCATGTCCACGGCCAT        FCGR3A  1.0281636511     0
## 4325 GGCAATTCATATGGTC        FCGR3A -0.7855704407     0
## 4326 CTGTGCTCATGTCCTC        FCGR3A -0.6554269664     0
## 4327 TTAACTCCAACGCACC        FCGR3A -0.5552442191     0
## 4328 CGAACATAGCGGCTTC        FCGR3A -0.6776957205     0
## 4329 TCGCGTTAGGCACATG        FCGR3A -0.4188116562     1
## 4330 GGGTTGCCAAACTGCT        FCGR3A -0.5152973482     0
## 4331 ATAAGAGCAGGTGCCT        FCGR3A -0.6236290920     1
## 4332 CGGACACGTATTCGTG        FCGR3A -0.4267915240     2
## 4333 CTGATAGTCACGACTA        FCGR3A -0.7979154602     0
## 4334 GAACATCGTGAGTATA        FCGR3A -0.5217062397     2
## 4335 TGCTACCAGTGGTCCC        FCGR3A  0.9849890534     0
## 4336 GCTGGGTAGTCTTGCA        FCGR3A -0.4840500200     0
## 4337 TACGGATGTCTAACGT        FCGR3A  1.2514543676     2
## 4338 TGGGCGTCAATGGATA        FCGR3A -0.3827039858     1
## 4339 CTGCTGTCATTTGCTT        FCGR3A  1.0550991704     2
## 4340 GGGCATCAGCAGCCTC        FCGR3A -0.8980317202     1
## 4341 CGTGAGCAGACTAGAT        FCGR3A -0.7077019673     0
## 4342 CAGCGACCACACCGAC        FCGR3A  2.2742013022     2
## 4343 CCCAATCCAGTTAACC        FCGR3A  2.5000000000     2
## 4344 CAGCGACTCAGCGACC        FCGR3A -0.4767056647     0
## 4345 GAGCAGAAGCTATGCT        FCGR3A  1.1261335581     2
## 4346 CTCTGGTTCACTTCAT        FCGR3A -0.6921104565     0
## 4347 CGCGTTTCAGCTGTGC        FCGR3A -0.5551386552     1
## 4348 GGACGTCCACCTCGGA        FCGR3A -0.6827576018     0
## 4349 TAGTTGGAGAGTTGGC        FCGR3A  1.0451308478     0
## 4350 ATTGGTGTCGGAATCT        FCGR3A -0.6133240381     0
## 4351 GAATGAACACGGCCAT        FCGR3A  1.7176501271     2
## 4352 GTGCATACAAGGTGTG        FCGR3A -0.7699206925     0
## 4353 GGAATAAGTCGGCACT        FCGR3A -0.3421511194     0
## 4354 ACCCACTTCCAAAGTC        FCGR3A -0.6801880074     0
## 4355 ACTATCTCAATTCCTT        FCGR3A -0.5540127435     1
## 4356 AGCATACAGTGGGATC        FCGR3A -0.5597513687     0
## 4357 CTGAAGTGTTTCGCTC        FCGR3A -0.8397424315     1
## 4358 TTCTCAATCAACACAC        FCGR3A -0.7352859324     0
## 4359 CGGAGCTAGAGACGAA        FCGR3A -0.5550396885     0
## 4360 CTGGTCTAGTTTGCGT        FCGR3A  0.7274386660     0
## 4361 AACGTTGAGAGTCGGT        FCGR3A  1.6146179829     2
## 4362 AGGGATGTCTCCAACC        FCGR3A -0.6375257869     1
## 4363 AACCATGAGGTGACCA        FCGR3A -0.6664447070     0
## 4364 ATCTACTTCACATACG        FCGR3A -0.5572502211     0
## 4365 CCTAAAGAGTCTCAAC        FCGR3A  0.9549830297     0
## 4366 ACACCCTAGAGTTGGC        FCGR3A  1.5542931740     2
## 4367 CCGTTCACAGCTGTTA        FCGR3A  0.8585442350     0
## 4368 ATCTACTCAGCAGTTT        FCGR3A -0.7431380166     0
## 4369 AGAGCGAGTCCGTTAA        FCGR3A -0.5884299102     0
## 4370 TCATTACTCCAGAGGA        FCGR3A  1.0987425855     0
## 4371 GTCTCGTCATTAGGCT        FCGR3A -0.6944272311     0
## 4372 TGGGCGTAGGCAGTCA        FCGR3A  0.7851741523     0
## 4373 GTGAAGGCAGACAAAT        FCGR3A  1.1858661500     2
## 4374 GGAAAGCTCACTTATC        FCGR3A -0.4903648883     1
## 4375 CTACATTGTACCCAAT        FCGR3A -0.8695533552     0
## 4376 TTAGGCAGTCAAACTC        FCGR3A -0.2824415200     0
## 4377 TACCTATGTAACGTTC        FCGR3A  1.0919124750     2
## 4378 TGAGCCGGTATTCGTG        FCGR3A -0.5385804415     1
## 4379 GGGATGATCCAGAGGA        FCGR3A -0.5467702928     0
## 4380 TTTCCTCCATCGATTG        FCGR3A -0.4447946544     1
## 4381 AGGGAGTTCCTATTCA        FCGR3A -0.5850938802     0
## 4382 GGTATTGAGAGCCTAG        FCGR3A -0.4418589741     1
## 4383 AACTCTTCACGGCTAC        FCGR3A -0.7082536712     0
## 4384 GACTACATCGTTTAGG        FCGR3A -0.6474658479     0
## 4385 GGGCACTAGTGAAGTT        FCGR3A -0.5027027049     0
## 4386 TTTATGCCAAAGCAAT        FCGR3A  0.8435013865     0
## 4387 CTAGAGTGTGCAACTT        FCGR3A  0.9420563980     2
## 4388 ACCCACTCAGCGAACA        FCGR3A -0.5970752646     0
## 4389 TACGGTACACATCTTT        FCGR3A -0.4058237571     0
## 4390 GCGCGATTCCGAGCCA        FCGR3A  0.9376628359     2
## 4391 CCACGGAAGTTTAGGA        FCGR3A  1.6161277298     2
## 4392 CGTCTACGTCACTGGC        FCGR3A -0.5869655350     1
## 4393 CTGGTCTTCACGGTTA        FCGR3A -0.6125712541     0
## 4394 GTCAAGTGTTCATGGT        FCGR3A  1.0280040106     0
## 4395 TACCTATTCTCTGAGA        FCGR3A  1.1672584171     0
## 4396 CACAAACAGGGAGTAA        FCGR3A -0.6585392803     0
## 4397 CGAATGTCAAGCCCAC        FCGR3A -0.5359007927     2
## 4398 AAACCTGGTAGCCTAT        FCGR3A -0.5664239430     1
## 4399 CTACCCAGTATTAGCC        FCGR3A  1.5149775542     0
## 4400 AGGCCACTCATTCACT        FCGR3A -0.4844009801     1
## 4401 GTTCGGGGTACAGTGG        FCGR3A -0.5443811105     0
## 4402 ACGAGGACAACTTGAC        FCGR3A -0.6517771527     1
## 4403 TAGCCGGGTATATGGA        FCGR3A  2.0347718822     2
## 4404 GGATTACGTCTCTCTG        FCGR3A  1.7493018432     2
## 4405 GGCCGATCATCGATGT        FCGR3A -0.5450320046     1
## 4406 ACATGGTTCGTTGCCT        FCGR3A -0.6688278541     0
## 4407 GGGCATCTCTCCAACC        FCGR3A -0.5492444727     0
## 4408 AACTCAGTCTTGTATC        FCGR3A -0.5257152042     0
## 4409 GGGTCTGTCCTAGAAC        FCGR3A -0.4744204031     0
## 4410 ATTATCCGTGTGCCTG        FCGR3A -0.6172344156     1
## 4411 CCCAATCAGGCTAGCA        FCGR3A  0.9733176747     1
## 4412 CAGCAGCTCAGATAAG        FCGR3A -0.4421521538     0
## 4413 CTTAACTCACCGAAAG        FCGR3A -0.6314308468     0
## 4414 TGGGCGTAGTTGAGAT        FCGR3A -0.4725144930     0
## 4415 AAGCCGCAGGGTATCG        FCGR3A -0.6351237540     1
## 4416 TGCGGGTGTTTACTCT        FCGR3A  1.0787068238     0
## 4417 TCACGAATCCCTCTTT        FCGR3A  0.8756633486     2
## 4418 TCAGATGCATTCACTT        FCGR3A -0.6553838939     0
## 4419 GCGACCAAGATGCCTT        FCGR3A -0.5025868534     2
## 4420 CGTTAGACACAACGTT        FCGR3A -0.4246359515     1
## 4421 GACACGCGTACAAGTA        FCGR3A -0.5210797779     1
## 4422 CACACCTGTCGCGAAA        FCGR3A  0.9931081046     2
## 4423 CTTGGCTCAGCCTATA        FCGR3A -0.6942162739     0
## 4424 CGAGCACTCTGCTGCT        FCGR3A  2.5000000000     2
## 4425 ACTATCTCATGCAACT        FCGR3A  1.1045811771     2
## 4426 GATGAGGTCCGCATAA        FCGR3A -0.6759415704     0
## 4427 AAGGCAGCATGCGCAC        FCGR3A  1.0952240815     0
## 4428 TACTTGTTCTCGTATT        FCGR3A  1.6135008600     2
## 4429 ATTCTACCAGGCTGAA        FCGR3A -0.5331370731     2
## 4430 CGGTTAAAGTTACCCA        FCGR3A -0.5628196816     1
## 4431 AGCGTCGAGATGTCGG        FCGR3A  1.3470573605     2
## 4432 CGACTTCCACGAAACG        FCGR3A -0.6756993696     0
## 4433 AGTGTCAAGTGAAGAG        FCGR3A -0.5599771644     0
## 4434 AAGGCAGCAAGTTCTG        FCGR3A -0.6950680065     1
## 4435 TCGCGTTTCTCGCATC        FCGR3A -0.7115321130     0
## 4436 TTAGGACGTGAGTGAC        FCGR3A  2.5000000000     2
## 4437 ACAGCTACATCATCCC        FCGR3A  1.8294026054     0
## 4438 GACTGCGCAAAGAATC        FCGR3A -0.5486135989     0
## 4439 ACATACGGTTTGACTG        FCGR3A -0.5438606295     1
## 4440 ATCCGAATCTTGCATT        FCGR3A -0.6324161795     2
## 4441 CGTCTACCACATTCGA        FCGR3A  2.1234836916     0
## 4442 ATAAGAGGTCAAGCGA        FCGR3A -0.5804438870     1
## 4443 ACGGGTCCAATCACAC        FCGR3A -0.3623658424     0
## 4444 TAAGCGTCAATTGCTG        FCGR3A -0.6433019610     0
## 4445 ACACCAAAGAGCCTAG        FCGR3A -0.7110003469     0
## 4446 TATGCCCCATCACGTA        FCGR3A -0.6170317238     1
## 4447 CATGGCGCATAACCTG        FCGR3A -0.8191575640     0
## 4448 TACGGTAAGTTTCCTT        FCGR3A -0.4762094063     2
## 4449 GGAGCAAGTAATCACC        FCGR3A -0.6619144129     0
## 4450 GGGCATCCACATCCGG        FCGR3A -0.4177170209     0
## 4451 AGTGAGGGTTGCTCCT        FCGR3A  2.5000000000     2
## 4452 GAAATGAAGTGGGCTA        FCGR3A  1.0681222681     2
## 4453 GATCGTACAATAGCAA        FCGR3A -0.6411669838     0
## 4454 GTAGTCAGTTTAGCTG        FCGR3A -0.7661088988     1
## 4455 TCACAAGGTGACGCCT        FCGR3A -0.5078259635     2
## 4456 GTCATTTTCCGCATCT        IFITM3 -1.4506285145     0
## 4457 ATAAGAGAGGAGTTGC        IFITM3  0.5793927845     1
## 4458 CATTATCCATGGTCTA        IFITM3 -1.2884609383     0
## 4459 CTTAGGAGTGGCGAAT        IFITM3 -1.3666695157     0
## 4460 CATCAGAAGCACCGCT        IFITM3 -0.1025628627     2
## 4461 GCGGGTTAGTAGCCGA        IFITM3  1.5794136522     2
## 4462 CAGAGAGAGCGCCTTG        IFITM3  0.9954156062     0
## 4463 CTGAAGTCAGACACTT        IFITM3 -0.2835544064     0
## 4464 GGACGTCCAGGTGCCT        IFITM3  0.0987688669     1
## 4465 AAAGCAAGTGGTGTAG        IFITM3  0.7360759741     2
## 4466 TCTCATACAGGGCATA        IFITM3 -0.3605125189     0
## 4467 AACTCAGGTACTCGCG        IFITM3  1.4011926993     2
## 4468 CACATTTGTGAGTATA        IFITM3  0.9656326748     0
## 4469 ACTTTCAAGGTGTTAA        IFITM3 -1.3371456985     0
## 4470 TGCCCATCAGACGCAA        IFITM3  1.5344056315     2
## 4471 CTAAGACCAATGCCAT        IFITM3 -1.3234502692     0
## 4472 CGGAGCTCATTTGCTT        IFITM3  0.2789502778     0
## 4473 GAGCAGATCGACGGAA        IFITM3 -0.3497960653     0
## 4474 TAAACCGAGATCGATA        IFITM3 -1.3164715353     0
## 4475 GTCTCGTGTACATCCA        IFITM3 -0.3890536384     0
## 4476 GTATCTTAGACCCACC        IFITM3 -0.3929211210     1
## 4477 GAGCAGAAGAGCCTAG        IFITM3  1.3897651669     1
## 4478 GTGCAGCTCACATAGC        IFITM3  1.0053073726     0
## 4479 CCTATTAGTAAACCTC        IFITM3  0.5766040737     0
## 4480 AGAGTGGAGTTTAGGA        IFITM3 -0.2530832450     0
## 4481 TACGGGCAGGTGATTA        IFITM3  0.6860851657     2
## 4482 ACTATCTCAATCTACG        IFITM3  1.0260695779     0
## 4483 CGAGCCATCAGGCAAG        IFITM3  0.1657823341     0
## 4484 CGAATGTCAATTGCTG        IFITM3  0.6884334448     0
## 4485 TACGGTATCGTTACGA        IFITM3 -0.2655978693     0
## 4486 CTGTGCTCAAGGTGTG        IFITM3  0.1845709863     2
## 4487 CCATGTCGTAACGACG        IFITM3  0.9676247355     0
## 4488 TGCTGCTAGACACTAA        IFITM3 -1.3091253481     0
## 4489 ACGGGTCTCGCTTAGA        IFITM3  1.2359303415     2
## 4490 ACGAGGAAGGCTAGCA        IFITM3  0.4798087689     0
## 4491 GCACTCTGTCGGCACT        IFITM3  1.3085581962     2
## 4492 ATCATGGGTTTAAGCC        IFITM3  1.0682585372     0
## 4493 GCATGTAGTAAAGGAG        IFITM3  1.6067738953     2
## 4494 CAACTAGAGTGGGCTA        IFITM3 -1.4179209444     0
## 4495 AACACGTCAATCAGAA        IFITM3 -1.3335989862     1
## 4496 AAAGTAGGTGTCTGAT        IFITM3  0.3356343888     1
## 4497 CTCATTATCGCTGATA        IFITM3  2.0689997448     2
## 4498 TACTCGCCAACGCACC        IFITM3  0.3710880957     2
## 4499 GGACATTGTCCTGCTT        IFITM3 -0.1816020456     1
## 4500 ACTGAACAGAGCTGGT        IFITM3  0.8328769247     0
## 4501 CTCGGGAAGTGCAAGC        IFITM3 -1.3890261983     0
## 4502 AGCTCCTAGCATGGCA        IFITM3 -0.2751148696     0
## 4503 TATTACCGTCGACTGC        IFITM3  0.3535763221     0
## 4504 GAACGGACATTTCACT        IFITM3  0.9403540256     2
## 4505 CACAAACTCCCGGATG        IFITM3 -0.1388379959     0
## 4506 GCTCCTAAGGGAGTAA        IFITM3  0.9421310216     2
## 4507 GACTAACCATCACGTA        IFITM3 -1.3416574555     1
## 4508 TACTCGCTCTTAACCT        IFITM3  0.9289010316     2
## 4509 AGGCCGTCAGGAACGT        IFITM3  0.4191705909     1
## 4510 CCACTACAGTGCTGCC        IFITM3  0.4410635202     0
## 4511 ATCCACCCAAGCCGTC        IFITM3  1.9207499585     2
## 4512 GAGTCCGAGACTGTAA        IFITM3  0.6239978855     2
## 4513 AAGCCGCCAGAAGCAC        IFITM3 -1.3328557474     0
## 4514 GACACGCCAGATTGCT        IFITM3  0.5294234279     0
## 4515 CGACTTCAGGCTACGA        IFITM3 -1.2632873432     0
## 4516 GGGTTGCCAGTAAGCG        IFITM3  1.0285009607     2
## 4517 AGTGAGGGTCAGAATA        IFITM3 -0.2120452940     0
## 4518 GATCTAGCAGCCACCA        IFITM3 -0.0963808982     1
## 4519 ACGAGGACAAGACGTG        IFITM3  0.5647210571     0
## 4520 CATATGGCAAGCCGCT        IFITM3 -0.3203877557     0
## 4521 TTATGCTCAGACGCTC        IFITM3 -1.2091348950     0
## 4522 AGTGTCAAGTCGCCGT        IFITM3  0.6951806322     0
## 4523 AAGGCAGGTCTGCCAG        IFITM3  1.5399533556     2
## 4524 TCAGGATAGCCCGAAA        IFITM3  1.5821403264     2
## 4525 CCACTACCACTAGTAC        IFITM3 -0.1090137846     1
## 4526 AGCAGCCTCGCCAAAT        IFITM3 -0.2019865798     0
## 4527 CTGCCTATCCATGCTC        IFITM3  0.6074953214     0
## 4528 GCTGCAGCATAGTAAG        IFITM3 -0.1371574367     0
## 4529 GCGCAGTTCAGTTCGA        IFITM3 -0.2348274685     1
## 4530 GGGCATCGTAGCGCTC        IFITM3  0.6221208176     2
## 4531 CTAATGGGTTACGTCA        IFITM3 -1.2563946628     0
## 4532 ATTCTACGTTATCGGT        IFITM3  0.8053040930     0
## 4533 GAAATGATCAGCTGGC        IFITM3  0.6191603837     0
## 4534 TGCTACCTCGTCCAGG        IFITM3  0.3001184381     0
## 4535 ACATGGTCACTTACGA        IFITM3 -1.2539069835     0
## 4536 ACTTTCAAGCGTTGCC        IFITM3 -1.2960658915     0
## 4537 CCTACACGTAAACCTC        IFITM3  0.3549452008     0
## 4538 ATTGGTGAGATCCCAT        IFITM3  0.1987265676     0
## 4539 CCGGGATCACAGACAG        IFITM3 -1.3499599800     1
## 4540 CAGTAACTCTCTTGAT        IFITM3 -0.0980350525     0
## 4541 ATCTACTCAATAGCGG        IFITM3 -0.1425785596     0
## 4542 ACCCACTGTTAAGAAC        IFITM3 -0.1000602906     1
## 4543 ACATACGTCTGCTTGC        IFITM3  0.6689110981     0
## 4544 CGTCTACGTTGAACTC        IFITM3  0.4887673846     0
## 4545 ATTATCCCAGCAGTTT        IFITM3 -1.4108913938     0
## 4546 GAAACTCTCGTTACGA        IFITM3 -0.2320544265     0
## 4547 GATGAAACATCATCCC        IFITM3  0.3733813676     2
## 4548 CACAGTATCTGTCCGT        IFITM3  0.5454528295     0
## 4549 TGAAAGAAGGAGCGAG        IFITM3  0.9198109361     0
## 4550 CCGGTAGAGACCGGAT        IFITM3  1.5245408601     2
## 4551 TGCGGGTTCTAACCGA        IFITM3 -1.4266306241     1
## 4552 GGCGACTTCGCGCCAA        IFITM3 -1.4092089248     0
## 4553 GGGATGAAGTCGCCGT        IFITM3  0.3722006476     0
## 4554 GATTCAGGTACAGACG        IFITM3 -0.1846208825     0
## 4555 TAGACCACAAGAAGAG        IFITM3 -1.3677807592     0
## 4556 AATCCAGGTCAGAGGT        IFITM3 -1.3080510696     1
## 4557 TGAGCCGCAATGGACG        IFITM3  0.5487916484     0
## 4558 CACATAGGTACTCTCC        IFITM3  1.0205476963     0
## 4559 CATGGCGAGCAATATG        IFITM3  1.0725383628     1
## 4560 CAGTAACGTTATTCTC        IFITM3 -0.2051147180     1
## 4561 GCGAGAAGTTCCGTCT        IFITM3 -1.3414076366     0
## 4562 TTTACTGGTCCCTTGT        IFITM3 -1.3986620082     1
## 4563 ATCATGGCACGAAATA        IFITM3 -1.3997556407     0
## 4564 CGCCAAGAGGCAGTCA        IFITM3  0.4419361849     0
## 4565 CGTCCATGTCCAGTAT        IFITM3 -0.1625660683     0
## 4566 TGGCGCATCCATTCTA        IFITM3 -1.4344649445     0
## 4567 CCCATACGTAGCTTGT        IFITM3  0.7564680343     0
## 4568 GCATGCGGTGCTGTAT        IFITM3 -1.3794001717     0
## 4569 TTCTTAGCATGCTAGT        IFITM3  1.2925454644     0
## 4570 TGCGCAGAGTGGACGT        IFITM3 -0.0358562280     1
## 4571 ATTATCCGTTGCTCCT        IFITM3  0.7793363294     0
## 4572 AGAATAGAGACTAGGC        IFITM3  1.1372440396     2
## 4573 CCTACACAGCTGCAAG        IFITM3 -0.1431351473     1
## 4574 GACAGAGAGTGCTGCC        IFITM3 -0.1448556592     2
## 4575 GTTCGGGTCCCAAGAT        IFITM3  1.0078148642     2
## 4576 AGTAGTCGTAAGCACG        IFITM3 -0.2309893840     2
## 4577 CTCACACGTACCTACA        IFITM3  0.4700986889     0
## 4578 GCAGTTAAGTGGGTTG        IFITM3  0.5018629568     0
## 4579 GTCAAGTCAGCTCGAC        IFITM3 -0.3099985691     2
## 4580 GCTGCGATCCCTAACC        IFITM3 -1.2026014120     1
## 4581 GATCGTATCCCTAACC        IFITM3 -0.1528998464     0
## 4582 TGAGAGGTCCGTAGTA        IFITM3 -1.2824427604     0
## 4583 CTCGTCAGTGCACTTA        IFITM3 -0.2067213781     0
## 4584 AGCATACAGCAAATCA        IFITM3  1.3035164858     0
## 4585 TCGGGACGTGTCAATC        IFITM3 -1.3192117715     0
## 4586 ATGCGATGTAAACACA        IFITM3  0.2801604509     0
## 4587 CATGACACACAACGTT        IFITM3  1.1155472679     0
## 4588 GCTTGAAGTGCTAGCC        IFITM3 -0.3903466183     0
## 4589 TTTGGTTTCTCTTATG        IFITM3 -0.2100660247     0
## 4590 ACACCCTGTGAAATCA        IFITM3  1.7950973014     2
## 4591 ATCATGGTCCCTCAGT        IFITM3 -0.2258014143     0
## 4592 CCTCTGACAATCAGAA        IFITM3 -1.3083155246     0
## 4593 ACATACGAGACACTAA        IFITM3 -1.1379870432     2
## 4594 TCACAAGTCCGTAGGC        IFITM3 -1.2372474652     1
## 4595 GCAGTTAGTCCAGTGC        IFITM3 -1.3460275283     1
## 4596 AGTGAGGGTTACAGAA        IFITM3  1.1857198041     2
## 4597 CACACAAGTAATCACC        IFITM3  0.3904730321     0
## 4598 GATCGCGAGGCTAGAC        IFITM3 -1.4699894663     0
## 4599 CTCGTACTCCTTTCGG        IFITM3  0.2074815077     0
## 4600 ATCCACCTCGGCGGTT        IFITM3  1.3378149878     2
## 4601 GAAGCAGAGCTAGTTC        IFITM3 -0.0666361243     1
## 4602 CAGTCCTAGTGTCTCA        IFITM3 -0.2296606361     2
## 4603 CGCTTCACAATGGATA        IFITM3 -0.2456686661     0
## 4604 TCCCGATTCATATCGG        IFITM3 -1.3542182600     0
## 4605 TGTGGTACATATACCG        IFITM3  0.8754406003     0
## 4606 TACCTTACACTACAGT        IFITM3 -1.2799756874     1
## 4607 GTAGGCCGTCCGTCAG        IFITM3  0.7055763367     0
## 4608 CAGAATCCAATCAGAA        IFITM3  0.8825796035     0
## 4609 GGATTACTCTGTGCAA        IFITM3  0.9562641960     2
## 4610 GTCGTAAGTTTGTTTC        IFITM3 -0.2570689549     2
## 4611 GATCGTAAGCCAGTAG        IFITM3 -1.3485600718     0
## 4612 GACTACAGTTAAAGAC        IFITM3  0.4367098186     0
## 4613 CATGACACAACACCTA        IFITM3  1.6432542048     2
## 4614 CACCAGGTCACGCGGT        IFITM3  1.2634748034     0
## 4615 GTCTTCGTCTGAGTGT        IFITM3  0.5701121156     2
## 4616 CCTTCGAAGTGGGATC        IFITM3  1.0575510926     0
## 4617 GTGCGGTGTCCTGCTT        IFITM3  0.7677368388     0
## 4618 GTCACAACATGCCTTC        IFITM3 -0.0879060272     1
## 4619 CAGAGAGTCAGTCAGT        IFITM3 -0.1159916484     0
## 4620 GTGCGGTGTACTCTCC        IFITM3 -0.1791639967     0
## 4621 CAGCTAATCAAGATCC        IFITM3 -0.0832891775     1
## 4622 CAAGATCGTTGGGACA        IFITM3 -1.2786915516     0
## 4623 TTTATGCCATCACAAC        IFITM3  1.6186417845     2
## 4624 CGGTTAATCCCAAGTA        IFITM3 -0.1036573461     1
## 4625 TAGCCGGTCCGTAGTA        IFITM3 -0.0786647924     1
## 4626 ACGAGCCGTGTTTGTG        IFITM3  1.4603701043     2
## 4627 AGCATACCAAACCCAT        IFITM3 -1.4376547452     0
## 4628 GAAATGATCAACACTG        IFITM3 -0.1005825183     0
## 4629 TATCTCACATAACCTG        IFITM3  0.6458018337     2
## 4630 CCGTACTCACTTCTGC        IFITM3 -1.3847433843     1
## 4631 CTAGAGTTCAGAGGTG        IFITM3 -0.1978882960     0
## 4632 CTGATAGCATACAGCT        IFITM3 -0.1630085285     0
## 4633 TCGAGGCCACGGTAGA        IFITM3 -1.4292770112     1
## 4634 GATCAGTTCACTTATC        IFITM3 -0.2755612216     0
## 4635 GTTTCTAAGCCCTAAT        IFITM3 -1.4063119027     0
## 4636 CAGCTGGAGGAATTAC        IFITM3 -1.2378743452     1
## 4637 AGAGTGGTCGATCCCT        IFITM3 -0.0132478161     0
## 4638 CATGGCGCAACTGCTA        IFITM3 -0.2264544147     0
## 4639 CTGGTCTGTATATGGA        IFITM3  0.8222079959     1
## 4640 CGTCACTCACAGGAGT        IFITM3  0.6807767852     0
## 4641 AACTGGTTCAACCAAC        IFITM3 -1.2762415984     1
## 4642 CCATTCGCAGGGAGAG        IFITM3  0.3324658765     0
## 4643 CATCAGATCTTCAACT        IFITM3 -0.1309100107     0
## 4644 GAATGAATCAGGCAAG        IFITM3  0.2558459658     0
## 4645 TGTCCCATCGAATGCT        IFITM3 -1.2771745922     0
## 4646 AGTGGGACAGCCAATT        IFITM3  0.4684653108     0
## 4647 AGAGCTTTCACATGCA        IFITM3  0.3812250768     0
## 4648 TGCGGGTTCTGCAGTA        IFITM3  0.8169913088     0
## 4649 GTCGTAAGTCGGCACT        IFITM3  0.6306461339     0
## 4650 CTCGAGGTCGGAGCAA        IFITM3  0.3812110782     0
## 4651 CTACACCAGATGAGAG        IFITM3 -1.3421355497     1
## 4652 ACGGCCATCTTACCTA        IFITM3 -1.3632318526     0
## 4653 CCCAGTTCACACCGAC        IFITM3  0.0081139590     1
## 4654 TCGGGACTCGGATGGA        IFITM3 -1.3926405977     1
## 4655 CATCGGGTCCCGACTT        IFITM3 -1.3622322835     0
## 4656 CTTAACTGTAAGGATT        IFITM3  1.3028973832     2
## 4657 AACCATGAGCGTAATA        IFITM3  1.4161552903     2
## 4658 TCAGATGGTCTTCTCG        IFITM3  1.0042520251     0
## 4659 CTCACACTCCCAACGG        IFITM3 -0.0445610120     0
## 4660 CCATGTCAGGATGGAA        IFITM3 -0.2129392200     0
## 4661 GGGTCTGGTACTTGAC        IFITM3  0.4262108484     0
## 4662 GGAACTTCACAGTCGC        IFITM3  1.2471736537     0
## 4663 GACCTGGCACATCCAA        IFITM3  1.8361586136     2
## 4664 CAGTCCTCAAGACACG        IFITM3 -1.3554219291     1
## 4665 AGATCTGCATATGGTC        IFITM3 -1.4732075405     0
## 4666 CATCAGAGTATTCTCT        IFITM3 -1.2932057648     0
## 4667 TGCACCTTCGATAGAA        IFITM3 -0.1304574976     0
## 4668 CCTACACTCCCAAGTA        IFITM3 -1.3525652686     0
## 4669 ACTTTCATCGTAGATC        IFITM3 -0.1897470882     1
## 4670 TTGCGTCCACCATGTA        IFITM3  0.4580183380     0
## 4671 AAATGCCAGGTGCTAG        IFITM3  0.5808596069     0
## 4672 ATGCGATGTCCATCCT        IFITM3  0.4503837520     1
## 4673 CCAGCGAAGCCACTAT        IFITM3  0.4486124069     0
## 4674 TACTTGTAGTGTACTC        IFITM3  1.0697514608     2
## 4675 AGGGATGTCTCGCTTG        IFITM3 -1.3510649571     1
## 4676 TGTCCCAGTATTAGCC        IFITM3 -0.0125799392     0
## 4677 TGCTACCTCGCACTCT        IFITM3 -1.1984204581     1
## 4678 GTAACGTCAGTATAAG        IFITM3 -0.0015641594     1
## 4679 GCGCAACGTTCGTTGA        IFITM3 -0.0072815468     1
## 4680 GCGAGAACATGAGCGA        IFITM3 -1.3195009293     1
## 4681 TGCCCTAGTGCACCAC        IFITM3 -0.0828909065     1
## 4682 CTAGAGTGTAAACACA        IFITM3 -1.4739425655     0
## 4683 AGTAGTCCACCGGAAA        IFITM3  0.3789131698     0
## 4684 CATATTCTCAGCGATT        IFITM3  0.6225003414     2
## 4685 GAATGAAGTAACGACG        IFITM3 -0.2173115488     0
## 4686 GATCAGTAGTACTTGC        IFITM3 -0.1189851849     0
## 4687 CAAGAAACAGGATTGG        IFITM3 -0.1082455205     1
## 4688 CCTATTATCAACACTG        IFITM3  0.7199930079     0
## 4689 CAGCAGCTCTGCGGCA        IFITM3 -1.4282685377     0
## 4690 ATAAGAGAGCTGCGAA        IFITM3  1.6815250674     1
## 4691 AGATCTGCACCTATCC        IFITM3 -0.0146026369     0
## 4692 GACACGCGTAGAGCTG        IFITM3 -1.3653067443     0
## 4693 TACACGAAGCTAGGCA        IFITM3 -0.0535360760     0
## 4694 AACACGTTCCGAAGAG        IFITM3 -1.3705502165     0
## 4695 TTAACTCGTGTAATGA        IFITM3 -0.1010564924     1
## 4696 TGGCGCAGTTCAGACT        IFITM3 -0.2003410801     2
## 4697 CATCAGAGTCTAGTCA        IFITM3 -0.0093121635     1
## 4698 CTAGAGTAGCATGGCA        IFITM3  1.4189230474     2
## 4699 TACGGTAAGCGTGAAC        IFITM3  1.8219273372     2
## 4700 TGACTTTTCGGATGTT        IFITM3  0.5299292625     1
## 4701 CTCACACTCCTACAGA        IFITM3 -0.0956156396     1
## 4702 CCGTACTCACTGAAGG        IFITM3  0.5644672121     0
## 4703 ATAACGCGTGGAAAGA        IFITM3 -0.1374880084     0
## 4704 GCTTGAAAGCTAGGCA        IFITM3 -0.1759435852     1
## 4705 AAGTCTGGTGTTGGGA        IFITM3 -0.0346643798     2
## 4706 CGATCGGGTACAGCAG        IFITM3  0.4669042131     1
## 4707 AGTAGTCTCGATGAGG        IFITM3 -1.4120503335     2
## 4708 CGACCTTCAGACGCTC        IFITM3  0.8106412280     1
## 4709 GCATACACATGCAACT        IFITM3  0.4470174458     0
## 4710 TCCCGATTCGCAGGCT        IFITM3  0.6175563254     2
## 4711 TTAGGCAAGATCGATA        IFITM3  0.8528023981     1
## 4712 TCGTACCAGGCAAAGA        IFITM3 -0.0608258400     0
## 4713 GGATGTTGTATAGGGC        IFITM3  1.3233518331     2
## 4714 AATCCAGCAGAGTGTG        IFITM3  0.3800278575     0
## 4715 CATGCCTCACGGCCAT        IFITM3 -1.3880780146     1
## 4716 CTCGAAACACATGACT        IFITM3  1.3827321001     2
## 4717 CTGCCTAGTTGCGTTA        IFITM3 -1.3295153474     0
## 4718 GGCGACTAGACAGAGA        IFITM3 -1.4465156621     1
## 4719 TACAGTGGTGTAATGA        IFITM3  1.5700490260     1
## 4720 ACGAGCCTCTTATCTG        IFITM3 -0.2394863335     2
## 4721 GGGAATGCAAATACAG        IFITM3 -1.3726742127     1
## 4722 TGCACCTGTACCGAGA        IFITM3  1.1359852727     0
## 4723 ATCATCTTCAGTCAGT        IFITM3 -1.3191757678     0
## 4724 CATATTCGTACAGTTC        IFITM3 -1.2462865824     0
## 4725 GCATGATGTTCCACTC        IFITM3  0.5210385570     0
## 4726 AAGGCAGTCACGACTA        IFITM3 -1.4836141801     0
## 4727 GAAACTCTCTATCCCG        IFITM3  0.4108026879     0
## 4728 AGCATACTCTGCTGTC        IFITM3 -1.3619048273     1
## 4729 TGGGCGTCAGCGTTCG        IFITM3 -1.5194744387     1
## 4730 TCGTAGAGTTCGTCTC        IFITM3  0.3076313973     0
## 4731 GACAGAGGTACCGCTG        IFITM3  0.0179775803     1
## 4732 TCTCATACACATAACC        IFITM3 -1.1994568184     0
## 4733 TGGGCGTCATTGAGCT        IFITM3 -0.2536469891     0
## 4734 CATGACACATGTCTCC        IFITM3  0.4683705089     0
## 4735 GAATAAGGTGCACGAA        IFITM3 -1.2408736681     1
## 4736 TGCGCAGCAAGCGAGT        IFITM3  0.1917471286     0
## 4737 CTTCTCTCAGCCAGAA        IFITM3  0.3775164192     0
## 4738 AAGCCGCAGTGGCACA        IFITM3  0.0267439437     0
## 4739 CTCTACGAGTGGACGT        IFITM3  0.4199462503     2
## 4740 GTCATTTTCTATCCCG        IFITM3  2.1687927085     2
## 4741 CGAGCACAGCCACTAT        IFITM3  0.8182580558     1
## 4742 AGTAGTCGTAACGACG        IFITM3  0.0263901699     0
## 4743 GACGTGCAGAGGGATA        IFITM3 -1.5055363351     0
## 4744 GTCTTCGTCCAACCAA        IFITM3  0.7693236678     2
## 4745 CAAGGCCTCGCCCTTA        IFITM3  1.3841391375     0
## 4746 TGTGGTACATGGTTGT        IFITM3  1.3556031842     2
## 4747 CCTCAGTTCGAATGCT        IFITM3  0.6574491015     1
## 4748 ACCGTAATCTGAGGGA        IFITM3 -1.3255064351     1
## 4749 GTTAAGCCAGTTCATG        IFITM3  1.1090671607     0
## 4750 CTGCCTATCAATCTCT        IFITM3 -1.3116616306     0
## 4751 GACGGCTTCTCCAACC        IFITM3 -1.2760022181     0
## 4752 TTTCCTCCAGTTCCCT        IFITM3 -0.0432482070     0
## 4753 GCGCCAAAGCCCTAAT        IFITM3 -0.1959462373     0
## 4754 CCACCTATCCCGACTT        IFITM3 -0.0670618074     1
## 4755 TTTATGCCAGGGCATA        IFITM3  1.2066989153     1
## 4756 TACAGTGTCGCGGATC        IFITM3 -1.3995516631     0
## 4757 AGCTCTCCACCACGTG        IFITM3  0.6661552002     0
## 4758 GTGGGTCCATTGAGCT        IFITM3 -0.1517875124     1
## 4759 GGGATGACAGACTCGC        IFITM3 -0.1504240071     0
## 4760 ACACCAAGTTCGGGCT        IFITM3 -1.4525618922     1
## 4761 TGATTTCAGCTATGCT        IFITM3 -1.2998014506     1
## 4762 TGGCCAGAGAGGGCTT        IFITM3  1.0630597718     2
## 4763 TCGGTAAGTAAAGTCA        IFITM3  1.2527504513     2
## 4764 TGAAAGAGTCCCTTGT        IFITM3 -1.2314833516     1
## 4765 CCGTGGATCGTTTATC        IFITM3 -1.2223969816     1
## 4766 GAACCTATCCTCAACC        IFITM3  0.4314445872     0
## 4767 GCGCAGTCATCCAACA        IFITM3 -1.3596833213     1
## 4768 ACATGGTTCGCGCCAA        IFITM3 -1.2608646122     1
## 4769 CTTGGCTGTACGCACC        IFITM3  0.2740594204     0
## 4770 AGATTGCAGGCCCGTT        IFITM3 -1.3761973131     0
## 4771 AGGCCGTGTTACGGAG        IFITM3 -1.5792588135     1
## 4772 GGTGTTAGTTAAGATG        IFITM3  0.9855436879     0
## 4773 GGAATAATCCTGTAGA        IFITM3 -1.2304429724     1
## 4774 TATTACCGTATTAGCC        IFITM3 -1.3678616066     1
## 4775 ATAACGCGTTAGTGGG        IFITM3  1.2660219015     0
## 4776 AAACGGGGTTATCCGA        IFITM3 -1.3620063143     1
## 4777 TGTGGTATCGTTTAGG        IFITM3 -1.2099947721     1
## 4778 ATCACGAGTATGAATG        IFITM3  0.7434382745     0
## 4779 CAGCAGCTCACCTCGT        IFITM3  0.9071750717     0
## 4780 CCAATCCGTATTACCG        IFITM3 -1.2862349142     1
## 4781 TTCTACATCACATAGC        IFITM3  1.6401160406     2
## 4782 TGTCCCATCGTATCAG        IFITM3 -0.1816786234     2
## 4783 AGCTCTCAGTGTTTGC        IFITM3 -1.5337705776     0
## 4784 CAACCTCAGTAACCCT        IFITM3 -0.1279047285     2
## 4785 GTGGGTCAGGTAAACT        IFITM3 -1.5074853814     0
## 4786 TAAGTGCCACGTCAGC        IFITM3 -0.2001575612     1
## 4787 GACCTGGCAGCCACCA        IFITM3 -1.4036174939     0
## 4788 ACAGCCGCAGGATCGA        IFITM3 -0.0641945825     0
## 4789 AACTCCCCAGCTCGCA        IFITM3 -1.4635082690     0
## 4790 GGAAAGCGTCTCTCGT        IFITM3  0.7281353251     0
## 4791 CGCTTCAAGCAGGTCA        IFITM3 -1.2924137374     1
## 4792 GATCGCGAGAAGGGTA        IFITM3 -1.3241070348     1
## 4793 AAGCCGCCAGGATTGG        IFITM3 -0.0537601251     1
## 4794 ATTGGACGTCGTGGCT        IFITM3  1.9222402065     0
## 4795 CCCATACCACTAAGTC        IFITM3  0.9742115174     2
## 4796 TCTCTAATCCCATTTA        IFITM3 -1.1804190997     1
## 4797 TCGTAGAGTGGTACAG        IFITM3 -1.3530809074     1
## 4798 AAACGGGAGAGACGAA        IFITM3  0.0512828069     0
## 4799 GACTACATCACCACCT        IFITM3  1.3839518282     2
## 4800 GAAACTCAGTTGAGTA        IFITM3  0.5672034222     0
## 4801 CCCTCCTTCCTCCTAG        IFITM3 -1.2454213117     1
## 4802 GCGACCATCACGGTTA        IFITM3  1.3271089667     2
## 4803 TCTCTAAAGAGTCGGT        IFITM3 -1.3672772417     1
## 4804 GGCTCGATCTCACATT        IFITM3  0.5687761503     0
## 4805 CTGATAGAGGCAGGTT        IFITM3  1.9147700432     1
## 4806 CATGCCTAGGAGTTTA        IFITM3 -0.1954894334     1
## 4807 TGGCTGGTCAGCCTAA        IFITM3 -1.3517202196     0
## 4808 TCAGATGTCGTTACAG        IFITM3 -1.2849578861     0
## 4809 CAGCTGGGTTATGTGC        IFITM3  0.4572666874     0
## 4810 GGAACTTAGTCGTACT        IFITM3  1.6500858028     0
## 4811 CCGGGATCACCGGAAA        IFITM3  0.5782169785     1
## 4812 CCTTCGATCAAAGACA        IFITM3  0.4709805824     0
## 4813 CGAGAAGGTATCGCAT        IFITM3 -1.2880137558     0
## 4814 CCTAAAGAGACTGGGT        IFITM3  0.2530664202     0
## 4815 CAGATCACATTGGCGC        IFITM3 -1.3555168112     1
## 4816 CTAGCCTAGCTGGAAC        IFITM3  0.5915891425     1
## 4817 ATTGGTGTCTCGTATT        IFITM3  0.1102522468     2
## 4818 GGGAATGTCAAAGTAG        IFITM3 -0.0777570401     1
## 4819 CCATGTCCACGGCCAT        IFITM3 -1.3409447307     0
## 4820 GGCAATTCATATGGTC        IFITM3  0.3288684858     0
## 4821 CTGTGCTCATGTCCTC        IFITM3 -0.1172265252     0
## 4822 TTAACTCCAACGCACC        IFITM3 -1.3160736808     0
## 4823 CGAACATAGCGGCTTC        IFITM3 -0.0825763890     0
## 4824 TCGCGTTAGGCACATG        IFITM3  1.3768799326     1
## 4825 GGGTTGCCAAACTGCT        IFITM3  0.5899399359     0
## 4826 ATAAGAGCAGGTGCCT        IFITM3  0.4584514550     1
## 4827 CGGACACGTATTCGTG        IFITM3  0.7131017814     2
## 4828 CTGATAGTCACGACTA        IFITM3 -1.5083052076     0
## 4829 GAACATCGTGAGTATA        IFITM3  1.3384622096     2
## 4830 TGCTACCAGTGGTCCC        IFITM3  0.4644179224     0
## 4831 GCTGGGTAGTCTTGCA        IFITM3  0.0439281544     0
## 4832 TACGGATGTCTAACGT        IFITM3  0.6785936780     2
## 4833 TGGGCGTCAATGGATA        IFITM3  0.9796040621     1
## 4834 CTGCTGTCATTTGCTT        IFITM3  0.5239201099     2
## 4835 GGGCATCAGCAGCCTC        IFITM3 -0.2699275722     1
## 4836 CGTGAGCAGACTAGAT        IFITM3  0.3802503034     0
## 4837 CAGCGACCACACCGAC        IFITM3  1.2178442823     2
## 4838 CCCAATCCAGTTAACC        IFITM3  1.5354292017     2
## 4839 CAGCGACTCAGCGACC        IFITM3  1.3743279664     0
## 4840 GAGCAGAAGCTATGCT        IFITM3  1.5389767331     2
## 4841 CTCTGGTTCACTTCAT        IFITM3  0.3087125175     0
## 4842 CGCGTTTCAGCTGTGC        IFITM3  0.8449807015     1
## 4843 GGACGTCCACCTCGGA        IFITM3 -1.4156633139     0
## 4844 TAGTTGGAGAGTTGGC        IFITM3  0.5131725860     0
## 4845 ATTGGTGTCGGAATCT        IFITM3 -0.0767295807     0
## 4846 GAATGAACACGGCCAT        IFITM3  1.4792447283     2
## 4847 GTGCATACAAGGTGTG        IFITM3 -1.4844517557     0
## 4848 GGAATAAGTCGGCACT        IFITM3 -1.1438485327     0
## 4849 ACCCACTTCCAAAGTC        IFITM3 -0.1674778650     0
## 4850 ACTATCTCAATTCCTT        IFITM3 -1.3162246006     1
## 4851 AGCATACAGTGGGATC        IFITM3  1.1810444441     0
## 4852 CTGAAGTGTTTCGCTC        IFITM3 -1.5420475420     1
## 4853 TTCTCAATCAACACAC        IFITM3  0.3858227283     0
## 4854 CGGAGCTAGAGACGAA        IFITM3  0.6042077957     0
## 4855 CTGGTCTAGTTTGCGT        IFITM3 -1.5958191647     0
## 4856 AACGTTGAGAGTCGGT        IFITM3  0.4386371575     2
## 4857 AGGGATGTCTCCAACC        IFITM3 -1.3848850191     1
## 4858 AACCATGAGGTGACCA        IFITM3 -1.4036898027     0
## 4859 ATCTACTTCACATACG        IFITM3 -1.3217185412     0
## 4860 CCTAAAGAGTCTCAAC        IFITM3 -0.0992150996     0
## 4861 ACACCCTAGAGTTGGC        IFITM3  1.1825590998     2
## 4862 CCGTTCACAGCTGTTA        IFITM3  1.4558475896     0
## 4863 ATCTACTCAGCAGTTT        IFITM3 -1.4673617207     0
## 4864 AGAGCGAGTCCGTTAA        IFITM3  0.5123200750     0
## 4865 TCATTACTCCAGAGGA        IFITM3  0.5541909469     0
## 4866 GTCTCGTCATTAGGCT        IFITM3 -1.4265994785     0
## 4867 TGGGCGTAGGCAGTCA        IFITM3 -0.2329967708     0
## 4868 GTGAAGGCAGACAAAT        IFITM3  2.1527799907     2
## 4869 GGAAAGCTCACTTATC        IFITM3  0.0540675401     1
## 4870 CTACATTGTACCCAAT        IFITM3  0.3156975532     0
## 4871 TTAGGCAGTCAAACTC        IFITM3 -1.0955651455     0
## 4872 TACCTATGTAACGTTC        IFITM3  0.0134839401     2
## 4873 TGAGCCGGTATTCGTG        IFITM3 -1.3034449390     1
## 4874 GGGATGATCCAGAGGA        IFITM3  0.0630579601     0
## 4875 TTTCCTCCATCGATTG        IFITM3  0.8884067707     1
## 4876 AGGGAGTTCCTATTCA        IFITM3  0.8459282585     0
## 4877 GGTATTGAGAGCCTAG        IFITM3  0.0816718613     1
## 4878 AACTCTTCACGGCTAC        IFITM3 -1.4363716609     0
## 4879 GACTACATCGTTTAGG        IFITM3  0.7759798169     0
## 4880 GGGCACTAGTGAAGTT        IFITM3 -1.2719003176     0
## 4881 TTTATGCCAAAGCAAT        IFITM3  0.6893621790     0
## 4882 CTAGAGTGTGCAACTT        IFITM3  1.5331436129     2
## 4883 ACCCACTCAGCGAACA        IFITM3  0.0437876360     0
## 4884 TACGGTACACATCTTT        IFITM3  0.6826115160     0
## 4885 GCGCGATTCCGAGCCA        IFITM3  1.5260366668     2
## 4886 CCACGGAAGTTTAGGA        IFITM3  1.8708031851     2
## 4887 CGTCTACGTCACTGGC        IFITM3  0.5188358811     1
## 4888 CTGGTCTTCACGGTTA        IFITM3 -0.0485841988     0
## 4889 GTCAAGTGTTCATGGT        IFITM3 -1.3406460678     0
## 4890 TACCTATTCTCTGAGA        IFITM3 -1.3106300877     0
## 4891 CACAAACAGGGAGTAA        IFITM3 -1.3976243553     0
## 4892 CGAATGTCAAGCCCAC        IFITM3  1.3658023199     2
## 4893 AAACCTGGTAGCCTAT        IFITM3  0.0342115495     1
## 4894 CTACCCAGTATTAGCC        IFITM3  1.1505921190     0
## 4895 AGGCCACTCATTCACT        IFITM3 -1.2570415376     1
## 4896 GTTCGGGGTACAGTGG        IFITM3 -1.3081197754     0
## 4897 ACGAGGACAACTTGAC        IFITM3  0.4678931437     1
## 4898 TAGCCGGGTATATGGA        IFITM3  0.7742373858     2
## 4899 GGATTACGTCTCTCTG        IFITM3  0.8866277545     2
## 4900 GGCCGATCATCGATGT        IFITM3 -1.3054854986     1
## 4901 ACATGGTTCGTTGCCT        IFITM3 -1.4074145982     0
## 4902 GGGCATCTCTCCAACC        IFITM3 -1.3125652529     0
## 4903 AACTCAGTCTTGTATC        IFITM3 -1.2910260571     0
## 4904 GGGTCTGTCCTAGAAC        IFITM3  0.9213625707     0
## 4905 ATTATCCGTGTGCCTG        IFITM3 -0.0046628616     1
## 4906 CCCAATCAGGCTAGCA        IFITM3 -1.3914246922     1
## 4907 CAGCAGCTCAGATAAG        IFITM3  0.6643497336     0
## 4908 CTTAACTCACCGAAAG        IFITM3  0.5012506787     0
## 4909 TGGGCGTAGTTGAGAT        IFITM3  0.0528182891     0
## 4910 AAGCCGCAGGGTATCG        IFITM3 -1.3794079204     1
## 4911 TGCGGGTGTTTACTCT        IFITM3  0.0032019344     0
## 4912 TCACGAATCCCTCTTT        IFITM3  1.1777226644     2
## 4913 TCAGATGCATTCACTT        IFITM3  0.3730137319     0
## 4914 GCGACCAAGATGCCTT        IFITM3  0.5656769678     2
## 4915 CGTTAGACACAACGTT        IFITM3  0.1467787706     1
## 4916 GACACGCGTACAAGTA        IFITM3 -1.2867822211     1
## 4917 CACACCTGTCGCGAAA        IFITM3  0.8121775722     2
## 4918 CTTGGCTCAGCCTATA        IFITM3  1.0249648216     0
## 4919 CGAGCACTCTGCTGCT        IFITM3  1.4742502139     2
## 4920 ACTATCTCATGCAACT        IFITM3  1.3612887430     2
## 4921 GATGAGGTCCGCATAA        IFITM3  0.4128421439     0
## 4922 AAGGCAGCATGCGCAC        IFITM3  2.0826089329     0
## 4923 TACTTGTTCTCGTATT        IFITM3  1.0304823801     2
## 4924 ATTCTACCAGGCTGAA        IFITM3  1.5474293445     2
## 4925 CGGTTAAAGTTACCCA        IFITM3 -1.3204920249     1
## 4926 AGCGTCGAGATGTCGG        IFITM3  0.2346683956     2
## 4927 CGACTTCCACGAAACG        IFITM3 -0.1043505827     0
## 4928 AGTGTCAAGTGAAGAG        IFITM3 -0.0012369735     0
## 4929 AAGGCAGCAAGTTCTG        IFITM3 -1.4296915217     1
## 4930 TCGCGTTTCTCGCATC        IFITM3  0.4399720690     0
## 4931 TTAGGACGTGAGTGAC        IFITM3  1.1083125455     2
## 4932 ACAGCTACATCATCCC        IFITM3 -1.2840365851     0
## 4933 GACTGCGCAAAGAATC        IFITM3  0.0281589943     0
## 4934 ACATACGGTTTGACTG        IFITM3 -1.3076272729     1
## 4935 ATCCGAATCTTGCATT        IFITM3  1.2991663712     2
## 4936 CGTCTACCACATTCGA        IFITM3  0.4975981001     0
## 4937 ATAAGAGGTCAAGCGA        IFITM3 -1.3365067504     1
## 4938 ACGGGTCCAATCACAC        IFITM3  0.7138030519     0
## 4939 TAAGCGTCAATTGCTG        IFITM3  0.4917591744     0
## 4940 ACACCAAAGAGCCTAG        IFITM3 -0.1110739712     0
## 4941 TATGCCCCATCACGTA        IFITM3 -0.0297213847     1
## 4942 CATGGCGCATAACCTG        IFITM3 -0.2138236411     0
## 4943 TACGGTAAGTTTCCTT        IFITM3  1.4524716168     2
## 4944 GGAGCAAGTAATCACC        IFITM3  0.4978686482     0
## 4945 GGGCATCCACATCCGG        IFITM3  1.2701932023     0
## 4946 AGTGAGGGTTGCTCCT        IFITM3  1.4455251377     2
## 4947 GAAATGAAGTGGGCTA        IFITM3  1.1365556556     2
## 4948 GATCGTACAATAGCAA        IFITM3 -1.3831940786     0
## 4949 GTAGTCAGTTTAGCTG        IFITM3  0.3799566105     1
## 4950 TCACAAGGTGACGCCT        IFITM3  0.6746746199     2
## 4951 GTCATTTTCCGCATCT         MS4A7  0.5728475871     0
## 4952 ATAAGAGAGGAGTTGC         MS4A7  0.0022898064     1
## 4953 CATTATCCATGGTCTA         MS4A7  1.1294385318     0
## 4954 CTTAGGAGTGGCGAAT         MS4A7 -1.0629266174     0
## 4955 CATCAGAAGCACCGCT         MS4A7  0.7342331054     2
## 4956 GCGGGTTAGTAGCCGA         MS4A7  1.1766891352     2
## 4957 CAGAGAGAGCGCCTTG         MS4A7  0.0770294342     0
## 4958 CTGAAGTCAGACACTT         MS4A7  0.9720086355     0
## 4959 GGACGTCCAGGTGCCT         MS4A7  1.5199230121     1
## 4960 AAAGCAAGTGGTGTAG         MS4A7  0.2605082150     2
## 4961 TCTCATACAGGGCATA         MS4A7 -0.9789764917     0
## 4962 AACTCAGGTACTCGCG         MS4A7  1.8327237005     2
## 4963 CACATTTGTGAGTATA         MS4A7 -0.9172412961     0
## 4964 ACTTTCAAGGTGTTAA         MS4A7 -0.9719941950     0
## 4965 TGCCCATCAGACGCAA         MS4A7  1.4765748388     2
## 4966 CTAAGACCAATGCCAT         MS4A7  0.2970086885     0
## 4967 CGGAGCTCATTTGCTT         MS4A7 -0.8824494147     0
## 4968 GAGCAGATCGACGGAA         MS4A7 -0.9231103810     0
## 4969 TAAACCGAGATCGATA         MS4A7  0.4048796246     0
## 4970 GTCTCGTGTACATCCA         MS4A7  0.8060435414     0
## 4971 GTATCTTAGACCCACC         MS4A7  1.4677008572     1
## 4972 GAGCAGAAGAGCCTAG         MS4A7 -0.9230857821     1
## 4973 GTGCAGCTCACATAGC         MS4A7 -0.8775268625     0
## 4974 CCTATTAGTAAACCTC         MS4A7  0.4724371898     0
## 4975 AGAGTGGAGTTTAGGA         MS4A7  0.4740804989     0
## 4976 TACGGGCAGGTGATTA         MS4A7  1.5257261282     2
## 4977 ACTATCTCAATCTACG         MS4A7 -0.8414770878     0
## 4978 CGAGCCATCAGGCAAG         MS4A7 -0.8958431714     0
## 4979 CGAATGTCAATTGCTG         MS4A7 -0.8435392408     0
## 4980 TACGGTATCGTTACGA         MS4A7 -0.8718554073     0
## 4981 CTGTGCTCAAGGTGTG         MS4A7  1.1078664120     2
## 4982 CCATGTCGTAACGACG         MS4A7 -0.8773453869     0
## 4983 TGCTGCTAGACACTAA         MS4A7 -0.9200538780     0
## 4984 ACGGGTCTCGCTTAGA         MS4A7  1.1423275420     2
## 4985 ACGAGGAAGGCTAGCA         MS4A7 -0.8873649225     0
## 4986 GCACTCTGTCGGCACT         MS4A7  1.1434515292     2
## 4987 ATCATGGGTTTAAGCC         MS4A7  0.4766741489     0
## 4988 GCATGTAGTAAAGGAG         MS4A7 -0.8904185440     2
## 4989 CAACTAGAGTGGGCTA         MS4A7 -0.8556836418     0
## 4990 AACACGTCAATCAGAA         MS4A7 -0.8400042587     1
## 4991 AAAGTAGGTGTCTGAT         MS4A7  1.1663027056     1
## 4992 CTCATTATCGCTGATA         MS4A7  2.5000000000     2
## 4993 TACTCGCCAACGCACC         MS4A7 -0.8212365049     2
## 4994 GGACATTGTCCTGCTT         MS4A7 -0.8391230305     1
## 4995 ACTGAACAGAGCTGGT         MS4A7 -0.8371934181     0
## 4996 CTCGGGAAGTGCAAGC         MS4A7 -0.8493953921     0
## 4997 AGCTCCTAGCATGGCA         MS4A7 -0.8576424796     0
## 4998 TATTACCGTCGACTGC         MS4A7  0.7041046351     0
## 4999 GAACGGACATTTCACT         MS4A7  2.0586222001     2
## 5000 CACAAACTCCCGGATG         MS4A7 -0.8310431373     0
## 5001 GCTCCTAAGGGAGTAA         MS4A7  0.5939552431     2
## 5002 GACTAACCATCACGTA         MS4A7 -0.8429348124     1
## 5003 TACTCGCTCTTAACCT         MS4A7  0.6107127842     2
## 5004 AGGCCGTCAGGAACGT         MS4A7 -0.8150294240     1
## 5005 CCACTACAGTGCTGCC         MS4A7 -0.8434026712     0
## 5006 ATCCACCCAAGCCGTC         MS4A7 -0.7929551797     2
## 5007 GAGTCCGAGACTGTAA         MS4A7  1.3051476608     2
## 5008 AAGCCGCCAGAAGCAC         MS4A7 -0.8147954509     0
## 5009 GACACGCCAGATTGCT         MS4A7  1.2722561413     0
## 5010 CGACTTCAGGCTACGA         MS4A7  0.6114643014     0
## 5011 GGGTTGCCAGTAAGCG         MS4A7  1.2236390034     2
## 5012 AGTGAGGGTCAGAATA         MS4A7  0.6778192897     0
## 5013 GATCTAGCAGCCACCA         MS4A7 -0.8063114138     1
## 5014 ACGAGGACAAGACGTG         MS4A7 -0.8127110658     0
## 5015 CATATGGCAAGCCGCT         MS4A7  1.2152308063     0
## 5016 TTATGCTCAGACGCTC         MS4A7  1.2412100835     0
## 5017 AGTGTCAAGTCGCCGT         MS4A7 -0.7959948309     0
## 5018 AAGGCAGGTCTGCCAG         MS4A7  1.3639740875     2
## 5019 TCAGGATAGCCCGAAA         MS4A7  2.2923570729     2
## 5020 CCACTACCACTAGTAC         MS4A7  1.2792319515     1
## 5021 AGCAGCCTCGCCAAAT         MS4A7  0.6510237876     0
## 5022 CTGCCTATCCATGCTC         MS4A7  1.3197587299     0
## 5023 GCTGCAGCATAGTAAG         MS4A7  0.6415605496     0
## 5024 GCGCAGTTCAGTTCGA         MS4A7 -0.8102007940     1
## 5025 GGGCATCGTAGCGCTC         MS4A7 -0.8285649917     2
## 5026 CTAATGGGTTACGTCA         MS4A7 -0.8140687357     0
## 5027 ATTCTACGTTATCGGT         MS4A7  1.2513427447     0
## 5028 GAAATGATCAGCTGGC         MS4A7 -0.8273079002     0
## 5029 TGCTACCTCGTCCAGG         MS4A7 -0.8151434294     0
## 5030 ACATGGTCACTTACGA         MS4A7  0.6541083711     0
## 5031 ACTTTCAAGCGTTGCC         MS4A7 -0.8025477909     0
## 5032 CCTACACGTAAACCTC         MS4A7 -0.8031298004     0
## 5033 ATTGGTGAGATCCCAT         MS4A7 -0.8395322207     0
## 5034 CCGGGATCACAGACAG         MS4A7  0.6926799316     1
## 5035 CAGTAACTCTCTTGAT         MS4A7 -0.7777506421     0
## 5036 ATCTACTCAATAGCGG         MS4A7  0.6215895460     0
## 5037 ACCCACTGTTAAGAAC         MS4A7 -0.7837519395     1
## 5038 ACATACGTCTGCTTGC         MS4A7 -0.7752266511     0
## 5039 CGTCTACGTTGAACTC         MS4A7 -0.8477149018     0
## 5040 ATTATCCCAGCAGTTT         MS4A7 -0.8009110781     0
## 5041 GAAACTCTCGTTACGA         MS4A7 -0.8230021349     0
## 5042 GATGAAACATCATCCC         MS4A7  0.7322445339     2
## 5043 CACAGTATCTGTCCGT         MS4A7 -0.7870950790     0
## 5044 TGAAAGAAGGAGCGAG         MS4A7  0.7027609464     0
## 5045 CCGGTAGAGACCGGAT         MS4A7 -0.8375680202     2
## 5046 TGCGGGTTCTAACCGA         MS4A7 -0.8185400203     1
## 5047 GGCGACTTCGCGCCAA         MS4A7 -0.7695661087     0
## 5048 GGGATGAAGTCGCCGT         MS4A7 -0.7817566695     0
## 5049 GATTCAGGTACAGACG         MS4A7  1.2789720202     0
## 5050 TAGACCACAAGAAGAG         MS4A7  0.6399922825     0
## 5051 AATCCAGGTCAGAGGT         MS4A7 -0.8060863539     1
## 5052 TGAGCCGCAATGGACG         MS4A7 -0.8045206824     0
## 5053 CACATAGGTACTCTCC         MS4A7 -0.7898021432     0
## 5054 CATGGCGAGCAATATG         MS4A7 -0.8048919060     1
## 5055 CAGTAACGTTATTCTC         MS4A7 -0.7611059177     1
## 5056 GCGAGAAGTTCCGTCT         MS4A7  0.6229128288     0
## 5057 TTTACTGGTCCCTTGT         MS4A7 -0.8242219610     1
## 5058 ATCATGGCACGAAATA         MS4A7  0.7069922601     0
## 5059 CGCCAAGAGGCAGTCA         MS4A7 -0.7710813362     0
## 5060 CGTCCATGTCCAGTAT         MS4A7 -0.7729566845     0
## 5061 TGGCGCATCCATTCTA         MS4A7  1.3747043712     0
## 5062 CCCATACGTAGCTTGT         MS4A7  0.5021988296     0
## 5063 GCATGCGGTGCTGTAT         MS4A7 -0.8241223692     0
## 5064 TTCTTAGCATGCTAGT         MS4A7 -0.8204245164     0
## 5065 TGCGCAGAGTGGACGT         MS4A7 -0.7739079195     1
## 5066 ATTATCCGTTGCTCCT         MS4A7 -0.7286450733     0
## 5067 AGAATAGAGACTAGGC         MS4A7 -0.8098392268     2
## 5068 CCTACACAGCTGCAAG         MS4A7 -0.8065322258     1
## 5069 GACAGAGAGTGCTGCC         MS4A7  0.7268776159     2
## 5070 GTTCGGGTCCCAAGAT         MS4A7  1.8213180245     2
## 5071 AGTAGTCGTAAGCACG         MS4A7 -0.8063662020     2
## 5072 CTCACACGTACCTACA         MS4A7  0.7361059902     0
## 5073 GCAGTTAAGTGGGTTG         MS4A7 -0.7938025441     0
## 5074 GTCAAGTCAGCTCGAC         MS4A7  0.6861410263     2
## 5075 GCTGCGATCCCTAACC         MS4A7 -0.7853293872     1
## 5076 GATCGTATCCCTAACC         MS4A7  0.7221884671     0
## 5077 TGAGAGGTCCGTAGTA         MS4A7 -0.7826187963     0
## 5078 CTCGTCAGTGCACTTA         MS4A7  1.3775825789     0
## 5079 AGCATACAGCAAATCA         MS4A7 -0.7886537882     0
## 5080 TCGGGACGTGTCAATC         MS4A7 -0.8030096297     0
## 5081 ATGCGATGTAAACACA         MS4A7 -0.8098442021     0
## 5082 CATGACACACAACGTT         MS4A7 -0.7724262724     0
## 5083 GCTTGAAGTGCTAGCC         MS4A7 -0.7920660512     0
## 5084 TTTGGTTTCTCTTATG         MS4A7 -0.8179489555     0
## 5085 ACACCCTGTGAAATCA         MS4A7  0.8208950188     2
## 5086 ATCATGGTCCCTCAGT         MS4A7 -0.7773508599     0
## 5087 CCTCTGACAATCAGAA         MS4A7  1.4973788996     0
## 5088 ACATACGAGACACTAA         MS4A7  1.4959372146     2
## 5089 TCACAAGTCCGTAGGC         MS4A7 -0.7587883796     1
## 5090 GCAGTTAGTCCAGTGC         MS4A7  0.7188016134     1
## 5091 AGTGAGGGTTACAGAA         MS4A7  1.9121313729     2
## 5092 CACACAAGTAATCACC         MS4A7 -0.7897077815     0
## 5093 GATCGCGAGGCTAGAC         MS4A7 -0.7728463426     0
## 5094 CTCGTACTCCTTTCGG         MS4A7 -0.7744158137     0
## 5095 ATCCACCTCGGCGGTT         MS4A7  0.8797506863     2
## 5096 GAAGCAGAGCTAGTTC         MS4A7  0.8315487462     1
## 5097 CAGTCCTAGTGTCTCA         MS4A7  0.7927578932     2
## 5098 CGCTTCACAATGGATA         MS4A7  0.7560751809     0
## 5099 TCCCGATTCATATCGG         MS4A7 -0.8006812348     0
## 5100 TGTGGTACATATACCG         MS4A7  0.7575119422     0
## 5101 TACCTTACACTACAGT         MS4A7 -0.7738352140     1
## 5102 GTAGGCCGTCCGTCAG         MS4A7  1.4158432056     0
## 5103 CAGAATCCAATCAGAA         MS4A7 -0.7918954552     0
## 5104 GGATTACTCTGTGCAA         MS4A7 -0.7854592215     2
## 5105 GTCGTAAGTTTGTTTC         MS4A7  1.7839467539     2
## 5106 GATCGTAAGCCAGTAG         MS4A7 -0.7630119375     0
## 5107 GACTACAGTTAAAGAC         MS4A7 -0.7608387205     0
## 5108 CATGACACAACACCTA         MS4A7 -0.7104043625     2
## 5109 CACCAGGTCACGCGGT         MS4A7  2.2281190089     0
## 5110 GTCTTCGTCTGAGTGT         MS4A7  0.7932137118     2
## 5111 CCTTCGAAGTGGGATC         MS4A7  1.5035424247     0
## 5112 GTGCGGTGTCCTGCTT         MS4A7 -0.7398491538     0
## 5113 GTCACAACATGCCTTC         MS4A7 -0.7581525224     1
## 5114 CAGAGAGTCAGTCAGT         MS4A7 -0.7732882317     0
## 5115 GTGCGGTGTACTCTCC         MS4A7 -0.7795347395     0
## 5116 CAGCTAATCAAGATCC         MS4A7 -0.7562081412     1
## 5117 CAAGATCGTTGGGACA         MS4A7 -0.7710813362     0
## 5118 TTTATGCCATCACAAC         MS4A7  2.4665973333     2
## 5119 CGGTTAATCCCAAGTA         MS4A7 -0.7834284101     1
## 5120 TAGCCGGTCCGTAGTA         MS4A7 -0.7423550460     1
## 5121 ACGAGCCGTGTTTGTG         MS4A7  1.3917494178     2
## 5122 AGCATACCAAACCCAT         MS4A7 -0.7769205719     0
## 5123 GAAATGATCAACACTG         MS4A7 -0.7469067216     0
## 5124 TATCTCACATAACCTG         MS4A7  1.4103251478     2
## 5125 CCGTACTCACTTCTGC         MS4A7  0.8766853378     1
## 5126 CTAGAGTTCAGAGGTG         MS4A7  1.4176569170     0
## 5127 CTGATAGCATACAGCT         MS4A7 -0.7755358283     0
## 5128 TCGAGGCCACGGTAGA         MS4A7 -0.7534267322     1
## 5129 GATCAGTTCACTTATC         MS4A7 -0.8087930296     0
## 5130 GTTTCTAAGCCCTAAT         MS4A7  1.3473895332     0
## 5131 CAGCTGGAGGAATTAC         MS4A7 -0.7459419531     1
## 5132 AGAGTGGTCGATCCCT         MS4A7  1.4658500780     0
## 5133 CATGGCGCAACTGCTA         MS4A7  0.7050005068     0
## 5134 CTGGTCTGTATATGGA         MS4A7 -0.7473374019     1
## 5135 CGTCACTCACAGGAGT         MS4A7 -0.7741398232     0
## 5136 AACTGGTTCAACCAAC         MS4A7 -0.7471039171     1
## 5137 CCATTCGCAGGGAGAG         MS4A7 -0.7422512431     0
## 5138 CATCAGATCTTCAACT         MS4A7  1.4681887609     0
## 5139 GAATGAATCAGGCAAG         MS4A7  1.3696851812     0
## 5140 TGTCCCATCGAATGCT         MS4A7 -0.7463108190     0
## 5141 AGTGGGACAGCCAATT         MS4A7 -0.7415125855     0
## 5142 AGAGCTTTCACATGCA         MS4A7 -0.7452006022     0
## 5143 TGCGGGTTCTGCAGTA         MS4A7 -0.7386084014     0
## 5144 GTCGTAAGTCGGCACT         MS4A7  0.6551305953     0
## 5145 CTCGAGGTCGGAGCAA         MS4A7 -0.7539513896     0
## 5146 CTACACCAGATGAGAG         MS4A7 -0.7278478946     1
## 5147 ACGGCCATCTTACCTA         MS4A7  0.8299257156     0
## 5148 CCCAGTTCACACCGAC         MS4A7 -0.7318088395     1
## 5149 TCGGGACTCGGATGGA         MS4A7 -0.7195510466     1
## 5150 CATCGGGTCCCGACTT         MS4A7 -0.7171804565     0
## 5151 CTTAACTGTAAGGATT         MS4A7  1.5558439917     2
## 5152 AACCATGAGCGTAATA         MS4A7  1.9484098707     2
## 5153 TCAGATGGTCTTCTCG         MS4A7 -0.7420804966     0
## 5154 CTCACACTCCCAACGG         MS4A7  0.9098916133     0
## 5155 CCATGTCAGGATGGAA         MS4A7  0.8405678697     0
## 5156 GGGTCTGGTACTTGAC         MS4A7  0.8092546674     0
## 5157 GGAACTTCACAGTCGC         MS4A7 -0.7368878603     0
## 5158 GACCTGGCACATCCAA         MS4A7  1.4967249205     2
## 5159 CAGTCCTCAAGACACG         MS4A7  0.8908781756     1
## 5160 AGATCTGCATATGGTC         MS4A7  0.8497484726     0
## 5161 CATCAGAGTATTCTCT         MS4A7 -0.7257882694     0
## 5162 TGCACCTTCGATAGAA         MS4A7  0.8131351187     0
## 5163 CCTACACTCCCAAGTA         MS4A7  0.7786356865     0
## 5164 ACTTTCATCGTAGATC         MS4A7 -0.7698753024     1
## 5165 TTGCGTCCACCATGTA         MS4A7 -0.7451793982     0
## 5166 AAATGCCAGGTGCTAG         MS4A7 -0.7842496878     0
## 5167 ATGCGATGTCCATCCT         MS4A7  0.8726698541     1
## 5168 CCAGCGAAGCCACTAT         MS4A7 -0.7266460638     0
## 5169 TACTTGTAGTGTACTC         MS4A7  0.7668173074     2
## 5170 AGGGATGTCTCGCTTG         MS4A7 -0.7248760191     1
## 5171 TGTCCCAGTATTAGCC         MS4A7 -0.7485011523     0
## 5172 TGCTACCTCGCACTCT         MS4A7 -0.7239260322     1
## 5173 GTAACGTCAGTATAAG         MS4A7 -0.7344853889     1
## 5174 GCGCAACGTTCGTTGA         MS4A7 -0.7295780714     1
## 5175 GCGAGAACATGAGCGA         MS4A7 -0.7342250518     1
## 5176 TGCCCTAGTGCACCAC         MS4A7  0.8350132354     1
## 5177 CTAGAGTGTAAACACA         MS4A7 -0.7183896781     0
## 5178 AGTAGTCCACCGGAAA         MS4A7  0.8503251406     0
## 5179 CATATTCTCAGCGATT         MS4A7  0.9086898333     2
## 5180 GAATGAAGTAACGACG         MS4A7  1.5365197475     0
## 5181 GATCAGTAGTACTTGC         MS4A7 -0.7375862341     0
## 5182 CAAGAAACAGGATTGG         MS4A7 -0.7281492548     1
## 5183 CCTATTATCAACACTG         MS4A7 -0.7659957939     0
## 5184 CAGCAGCTCTGCGGCA         MS4A7 -0.7307542311     0
## 5185 ATAAGAGAGCTGCGAA         MS4A7 -0.7474627845     1
## 5186 AGATCTGCACCTATCC         MS4A7  1.5437617150     0
## 5187 GACACGCGTAGAGCTG         MS4A7 -0.7410750161     0
## 5188 TACACGAAGCTAGGCA         MS4A7 -0.7300187171     0
## 5189 AACACGTTCCGAAGAG         MS4A7 -0.7597553818     0
## 5190 TTAACTCGTGTAATGA         MS4A7 -0.7620541774     1
## 5191 TGGCGCAGTTCAGACT         MS4A7 -0.7475730722     2
## 5192 CATCAGAGTCTAGTCA         MS4A7 -0.7338894252     1
## 5193 CTAGAGTAGCATGGCA         MS4A7  2.5000000000     2
## 5194 TACGGTAAGCGTGAAC         MS4A7  0.8968176317     2
## 5195 TGACTTTTCGGATGTT         MS4A7 -0.7180438228     1
## 5196 CTCACACTCCTACAGA         MS4A7 -0.7292403339     1
## 5197 CCGTACTCACTGAAGG         MS4A7 -0.7877498777     0
## 5198 ATAACGCGTGGAAAGA         MS4A7 -0.7828643438     0
## 5199 GCTTGAAAGCTAGGCA         MS4A7 -0.7551155417     1
## 5200 AAGTCTGGTGTTGGGA         MS4A7  1.9494027113     2
## 5201 CGATCGGGTACAGCAG         MS4A7  0.8921718539     1
## 5202 AGTAGTCTCGATGAGG         MS4A7  1.9471423874     2
## 5203 CGACCTTCAGACGCTC         MS4A7  0.8022097785     1
## 5204 GCATACACATGCAACT         MS4A7  0.9282048239     0
## 5205 TCCCGATTCGCAGGCT         MS4A7  1.5967067863     2
## 5206 TTAGGCAAGATCGATA         MS4A7 -0.7569950860     1
## 5207 TCGTACCAGGCAAAGA         MS4A7 -0.7384992214     0
## 5208 GGATGTTGTATAGGGC         MS4A7  1.4947520122     2
## 5209 AATCCAGCAGAGTGTG         MS4A7 -0.7276554232     0
## 5210 CATGCCTCACGGCCAT         MS4A7 -0.7035871764     1
## 5211 CTCGAAACACATGACT         MS4A7 -0.7032631552     2
## 5212 CTGCCTAGTTGCGTTA         MS4A7 -0.7091966417     0
## 5213 GGCGACTAGACAGAGA         MS4A7 -0.7226464777     1
## 5214 TACAGTGGTGTAATGA         MS4A7 -0.7210333400     1
## 5215 ACGAGCCTCTTATCTG         MS4A7  0.8867887438     2
## 5216 GGGAATGCAAATACAG         MS4A7  0.9289231359     1
## 5217 TGCACCTGTACCGAGA         MS4A7 -0.7249586342     0
## 5218 ATCATCTTCAGTCAGT         MS4A7 -0.7167003800     0
## 5219 CATATTCGTACAGTTC         MS4A7 -0.7098739321     0
## 5220 GCATGATGTTCCACTC         MS4A7 -0.7242974016     0
## 5221 AAGGCAGTCACGACTA         MS4A7  0.9017471276     0
## 5222 GAAACTCTCTATCCCG         MS4A7  0.8656618433     0
## 5223 AGCATACTCTGCTGTC         MS4A7  0.8657013367     1
## 5224 TGGGCGTCAGCGTTCG         MS4A7 -0.7236423973     1
## 5225 TCGTAGAGTTCGTCTC         MS4A7 -0.7561114819     0
## 5226 GACAGAGGTACCGCTG         MS4A7 -0.7052735032     1
## 5227 TCTCATACACATAACC         MS4A7 -0.7451415513     0
## 5228 TGGGCGTCATTGAGCT         MS4A7 -0.7271058098     0
## 5229 CATGACACATGTCTCC         MS4A7 -0.7415051542     0
## 5230 GAATAAGGTGCACGAA         MS4A7 -0.7310544778     1
## 5231 TGCGCAGCAAGCGAGT         MS4A7 -0.6795265436     0
## 5232 CTTCTCTCAGCCAGAA         MS4A7  0.8409198851     0
## 5233 AAGCCGCAGTGGCACA         MS4A7 -0.7052746559     0
## 5234 CTCTACGAGTGGACGT         MS4A7  1.6370106040     2
## 5235 GTCATTTTCTATCCCG         MS4A7  2.3652983106     2
## 5236 CGAGCACAGCCACTAT         MS4A7  0.9624591327     1
## 5237 AGTAGTCGTAACGACG         MS4A7 -0.7060715563     0
## 5238 GACGTGCAGAGGGATA         MS4A7 -0.7704298749     0
## 5239 GTCTTCGTCCAACCAA         MS4A7 -0.7372685326     2
## 5240 CAAGGCCTCGCCCTTA         MS4A7 -0.7193842998     0
## 5241 TGTGGTACATGGTTGT         MS4A7 -0.7035911051     2
## 5242 CCTCAGTTCGAATGCT         MS4A7  0.9363995041     1
## 5243 ACCGTAATCTGAGGGA         MS4A7  0.9715643116     1
## 5244 GTTAAGCCAGTTCATG         MS4A7  1.5424562555     0
## 5245 CTGCCTATCAATCTCT         MS4A7 -0.7116154923     0
## 5246 GACGGCTTCTCCAACC         MS4A7  0.9297465680     0
## 5247 TTTCCTCCAGTTCCCT         MS4A7  0.8523691161     0
## 5248 GCGCCAAAGCCCTAAT         MS4A7 -0.7455763922     0
## 5249 CCACCTATCCCGACTT         MS4A7  0.9504434889     1
## 5250 TTTATGCCAGGGCATA         MS4A7 -0.7251596506     1
## 5251 TACAGTGTCGCGGATC         MS4A7 -0.6995573716     0
## 5252 AGCTCTCCACCACGTG         MS4A7 -0.7238944073     0
## 5253 GTGGGTCCATTGAGCT         MS4A7 -0.7299717982     1
## 5254 GGGATGACAGACTCGC         MS4A7 -0.7194131640     0
## 5255 ACACCAAGTTCGGGCT         MS4A7 -0.7305578219     1
## 5256 TGATTTCAGCTATGCT         MS4A7 -0.7168369363     1
## 5257 TGGCCAGAGAGGGCTT         MS4A7  1.9564509374     2
## 5258 TCGGTAAGTAAAGTCA         MS4A7  1.9728466416     2
## 5259 TGAAAGAGTCCCTTGT         MS4A7  1.5942161726     1
## 5260 CCGTGGATCGTTTATC         MS4A7 -0.6790977701     1
## 5261 GAACCTATCCTCAACC         MS4A7  0.8874905920     0
## 5262 GCGCAGTCATCCAACA         MS4A7 -0.7122816934     1
## 5263 ACATGGTTCGCGCCAA         MS4A7 -0.7175846229     1
## 5264 CTTGGCTGTACGCACC         MS4A7 -0.7603743785     0
## 5265 AGATTGCAGGCCCGTT         MS4A7 -0.7399264991     0
## 5266 AGGCCGTGTTACGGAG         MS4A7 -0.7268609004     1
## 5267 GGTGTTAGTTAAGATG         MS4A7  0.9618560245     0
## 5268 GGAATAATCCTGTAGA         MS4A7 -0.7113233132     1
## 5269 TATTACCGTATTAGCC         MS4A7 -0.7035499906     1
## 5270 ATAACGCGTTAGTGGG         MS4A7 -0.7087911774     0
## 5271 AAACGGGGTTATCCGA         MS4A7 -0.6940702091     1
## 5272 TGTGGTATCGTTTAGG         MS4A7 -0.6992374046     1
## 5273 ATCACGAGTATGAATG         MS4A7 -0.6908835888     0
## 5274 CAGCAGCTCACCTCGT         MS4A7 -0.7144993552     0
## 5275 CCAATCCGTATTACCG         MS4A7  0.9442711475     1
## 5276 TTCTACATCACATAGC         MS4A7  1.0242423142     2
## 5277 TGTCCCATCGTATCAG         MS4A7 -0.7103492249     2
## 5278 AGCTCTCAGTGTTTGC         MS4A7 -0.7293906729     0
## 5279 CAACCTCAGTAACCCT         MS4A7  2.3478080768     2
## 5280 GTGGGTCAGGTAAACT         MS4A7 -0.7354200508     0
## 5281 TAAGTGCCACGTCAGC         MS4A7 -0.7114117995     1
## 5282 GACCTGGCAGCCACCA         MS4A7 -0.7281326137     0
## 5283 ACAGCCGCAGGATCGA         MS4A7 -0.7243249296     0
## 5284 AACTCCCCAGCTCGCA         MS4A7  0.9246730603     0
## 5285 GGAAAGCGTCTCTCGT         MS4A7 -0.7713135044     0
## 5286 CGCTTCAAGCAGGTCA         MS4A7 -0.7039800953     1
## 5287 GATCGCGAGAAGGGTA         MS4A7 -0.7026619792     1
## 5288 AAGCCGCCAGGATTGG         MS4A7 -0.7072162573     1
## 5289 ATTGGACGTCGTGGCT         MS4A7 -0.7255857181     0
## 5290 CCCATACCACTAAGTC         MS4A7  1.6936270146     2
## 5291 TCTCTAATCCCATTTA         MS4A7  0.9770652982     1
## 5292 TCGTAGAGTGGTACAG         MS4A7  0.8755996189     1
## 5293 AAACGGGAGAGACGAA         MS4A7 -0.7147746678     0
## 5294 GACTACATCACCACCT         MS4A7 -0.6981104197     2
## 5295 GAAACTCAGTTGAGTA         MS4A7 -0.6875405539     0
## 5296 CCCTCCTTCCTCCTAG         MS4A7 -0.7351046224     1
## 5297 GCGACCATCACGGTTA         MS4A7 -0.6639982189     2
## 5298 TCTCTAAAGAGTCGGT         MS4A7 -0.7493415897     1
## 5299 GGCTCGATCTCACATT         MS4A7 -0.7510908616     0
## 5300 CTGATAGAGGCAGGTT         MS4A7  0.9136561685     1
## 5301 CATGCCTAGGAGTTTA         MS4A7 -0.7313790887     1
## 5302 TGGCTGGTCAGCCTAA         MS4A7 -0.6906369355     0
## 5303 TCAGATGTCGTTACAG         MS4A7 -0.7172542559     0
## 5304 CAGCTGGGTTATGTGC         MS4A7 -0.6955368360     0
## 5305 GGAACTTAGTCGTACT         MS4A7 -0.6994268828     0
## 5306 CCGGGATCACCGGAAA         MS4A7 -0.7104341395     1
## 5307 CCTTCGATCAAAGACA         MS4A7  1.6135301120     0
## 5308 CGAGAAGGTATCGCAT         MS4A7  0.9369420926     0
## 5309 CCTAAAGAGACTGGGT         MS4A7  1.4560186536     0
## 5310 CAGATCACATTGGCGC         MS4A7 -0.6985304325     1
## 5311 CTAGCCTAGCTGGAAC         MS4A7  0.9487839539     1
## 5312 ATTGGTGTCTCGTATT         MS4A7  2.5000000000     2
## 5313 GGGAATGTCAAAGTAG         MS4A7 -0.7125127481     1
## 5314 CCATGTCCACGGCCAT         MS4A7 -0.7082030733     0
## 5315 GGCAATTCATATGGTC         MS4A7 -0.7247060335     0
## 5316 CTGTGCTCATGTCCTC         MS4A7 -0.7300318557     0
## 5317 TTAACTCCAACGCACC         MS4A7  0.9951039044     0
## 5318 CGAACATAGCGGCTTC         MS4A7 -0.6969454627     0
## 5319 TCGCGTTAGGCACATG         MS4A7 -0.7269311570     1
## 5320 GGGTTGCCAAACTGCT         MS4A7  1.0001172767     0
## 5321 ATAAGAGCAGGTGCCT         MS4A7 -0.7170120200     1
## 5322 CGGACACGTATTCGTG         MS4A7  2.5000000000     2
## 5323 CTGATAGTCACGACTA         MS4A7  2.0383174338     0
## 5324 GAACATCGTGAGTATA         MS4A7 -0.7089321743     2
## 5325 TGCTACCAGTGGTCCC         MS4A7  0.9512787656     0
## 5326 GCTGGGTAGTCTTGCA         MS4A7 -0.7057346760     0
## 5327 TACGGATGTCTAACGT         MS4A7  0.9740544761     2
## 5328 TGGGCGTCAATGGATA         MS4A7 -0.7122521251     1
## 5329 CTGCTGTCATTTGCTT         MS4A7  2.1700932957     2
## 5330 GGGCATCAGCAGCCTC         MS4A7 -0.7144070139     1
## 5331 CGTGAGCAGACTAGAT         MS4A7  1.5663579229     0
## 5332 CAGCGACCACACCGAC         MS4A7 -0.6789546955     2
## 5333 CCCAATCCAGTTAACC         MS4A7  2.3916485939     2
## 5334 CAGCGACTCAGCGACC         MS4A7 -0.7066937746     0
## 5335 GAGCAGAAGCTATGCT         MS4A7 -0.6958116076     2
## 5336 CTCTGGTTCACTTCAT         MS4A7 -0.7785724009     0
## 5337 CGCGTTTCAGCTGTGC         MS4A7 -0.7190232729     1
## 5338 GGACGTCCACCTCGGA         MS4A7 -0.7145350900     0
## 5339 TAGTTGGAGAGTTGGC         MS4A7 -0.6999482331     0
## 5340 ATTGGTGTCGGAATCT         MS4A7 -0.7232419242     0
## 5341 GAATGAACACGGCCAT         MS4A7 -0.6986400573     2
## 5342 GTGCATACAAGGTGTG         MS4A7 -0.7264560255     0
## 5343 GGAATAAGTCGGCACT         MS4A7 -0.6873586429     0
## 5344 ACCCACTTCCAAAGTC         MS4A7 -0.7528154091     0
## 5345 ACTATCTCAATTCCTT         MS4A7 -0.6829671670     1
## 5346 AGCATACAGTGGGATC         MS4A7 -0.6750653013     0
## 5347 CTGAAGTGTTTCGCTC         MS4A7 -0.7199357300     1
## 5348 TTCTCAATCAACACAC         MS4A7 -0.7129338735     0
## 5349 CGGAGCTAGAGACGAA         MS4A7 -0.6656804075     0
## 5350 CTGGTCTAGTTTGCGT         MS4A7 -0.7168252327     0
## 5351 AACGTTGAGAGTCGGT         MS4A7  2.0080681903     2
## 5352 AGGGATGTCTCCAACC         MS4A7  1.0503156381     1
## 5353 AACCATGAGGTGACCA         MS4A7 -0.7064995603     0
## 5354 ATCTACTTCACATACG         MS4A7 -0.6644659444     0
## 5355 CCTAAAGAGTCTCAAC         MS4A7 -0.6866401453     0
## 5356 ACACCCTAGAGTTGGC         MS4A7  2.5000000000     2
## 5357 CCGTTCACAGCTGTTA         MS4A7  0.8740201172     0
## 5358 ATCTACTCAGCAGTTT         MS4A7 -0.6967090173     0
## 5359 AGAGCGAGTCCGTTAA         MS4A7 -0.7011741609     0
## 5360 TCATTACTCCAGAGGA         MS4A7 -0.7140837452     0
## 5361 GTCTCGTCATTAGGCT         MS4A7 -0.7050018150     0
## 5362 TGGGCGTAGGCAGTCA         MS4A7 -0.7103962952     0
## 5363 GTGAAGGCAGACAAAT         MS4A7  1.0186058620     2
## 5364 GGAAAGCTCACTTATC         MS4A7 -0.6962962518     1
## 5365 CTACATTGTACCCAAT         MS4A7 -0.6997462707     0
## 5366 TTAGGCAGTCAAACTC         MS4A7 -0.6866762250     0
## 5367 TACCTATGTAACGTTC         MS4A7  0.9728362281     2
## 5368 TGAGCCGGTATTCGTG         MS4A7 -0.6847279751     1
## 5369 GGGATGATCCAGAGGA         MS4A7  1.0730436136     0
## 5370 TTTCCTCCATCGATTG         MS4A7  1.4983307458     1
## 5371 AGGGAGTTCCTATTCA         MS4A7 -0.7069079036     0
## 5372 GGTATTGAGAGCCTAG         MS4A7  0.9480806539     1
## 5373 AACTCTTCACGGCTAC         MS4A7 -0.7142380830     0
## 5374 GACTACATCGTTTAGG         MS4A7  0.9082860700     0
## 5375 GGGCACTAGTGAAGTT         MS4A7 -0.7006424062     0
## 5376 TTTATGCCAAAGCAAT         MS4A7 -0.7307718247     0
## 5377 CTAGAGTGTGCAACTT         MS4A7  0.9701321408     2
## 5378 ACCCACTCAGCGAACA         MS4A7  1.8044920309     0
## 5379 TACGGTACACATCTTT         MS4A7 -0.6794488663     0
## 5380 GCGCGATTCCGAGCCA         MS4A7  0.9377364451     2
## 5381 CCACGGAAGTTTAGGA         MS4A7 -0.6933757665     2
## 5382 CGTCTACGTCACTGGC         MS4A7 -0.6982116803     1
## 5383 CTGGTCTTCACGGTTA         MS4A7 -0.7052646297     0
## 5384 GTCAAGTGTTCATGGT         MS4A7  1.6170938561     0
## 5385 TACCTATTCTCTGAGA         MS4A7  1.0802524379     0
## 5386 CACAAACAGGGAGTAA         MS4A7  0.9620792453     0
## 5387 CGAATGTCAAGCCCAC         MS4A7 -0.6904943673     2
## 5388 AAACCTGGTAGCCTAT         MS4A7 -0.6750360006     1
## 5389 CTACCCAGTATTAGCC         MS4A7 -0.7185827138     0
## 5390 AGGCCACTCATTCACT         MS4A7 -0.7008156646     1
## 5391 GTTCGGGGTACAGTGG         MS4A7 -0.6848961079     0
## 5392 ACGAGGACAACTTGAC         MS4A7 -0.7005927009     1
## 5393 TAGCCGGGTATATGGA         MS4A7 -0.7023762445     2
## 5394 GGATTACGTCTCTCTG         MS4A7 -0.6948513227     2
## 5395 GGCCGATCATCGATGT         MS4A7 -0.7052763677     1
## 5396 ACATGGTTCGTTGCCT         MS4A7 -0.6949391392     0
## 5397 GGGCATCTCTCCAACC         MS4A7 -0.6816463706     0
## 5398 AACTCAGTCTTGTATC         MS4A7 -0.6975730256     0
## 5399 GGGTCTGTCCTAGAAC         MS4A7  0.9278527123     0
## 5400 ATTATCCGTGTGCCTG         MS4A7 -0.6767205821     1
## 5401 CCCAATCAGGCTAGCA         MS4A7 -0.7080491359     1
## 5402 CAGCAGCTCAGATAAG         MS4A7  1.0310114409     0
## 5403 CTTAACTCACCGAAAG         MS4A7  1.0025974053     0
## 5404 TGGGCGTAGTTGAGAT         MS4A7 -0.7054016840     0
## 5405 AAGCCGCAGGGTATCG         MS4A7 -0.6994031295     1
## 5406 TGCGGGTGTTTACTCT         MS4A7  0.9654617403     0
## 5407 TCACGAATCCCTCTTT         MS4A7  1.7000964555     2
## 5408 TCAGATGCATTCACTT         MS4A7  0.8084424181     0
## 5409 GCGACCAAGATGCCTT         MS4A7 -0.7053323090     2
## 5410 CGTTAGACACAACGTT         MS4A7 -0.6687056520     1
## 5411 GACACGCGTACAAGTA         MS4A7  0.9577453397     1
## 5412 CACACCTGTCGCGAAA         MS4A7 -0.7117918023     2
## 5413 CTTGGCTCAGCCTATA         MS4A7  0.9625963895     0
## 5414 CGAGCACTCTGCTGCT         MS4A7  0.9690385517     2
## 5415 ACTATCTCATGCAACT         MS4A7  1.0247155237     2
## 5416 GATGAGGTCCGCATAA         MS4A7 -0.7215405521     0
## 5417 AAGGCAGCATGCGCAC         MS4A7 -0.6790386513     0
## 5418 TACTTGTTCTCGTATT         MS4A7  1.0180588687     2
## 5419 ATTCTACCAGGCTGAA         MS4A7  1.6972056739     2
## 5420 CGGTTAAAGTTACCCA         MS4A7 -0.7014654895     1
## 5421 AGCGTCGAGATGTCGG         MS4A7 -0.8010207681     2
## 5422 CGACTTCCACGAAACG         MS4A7  0.9398690107     0
## 5423 AGTGTCAAGTGAAGAG         MS4A7  1.6449516939     0
## 5424 AAGGCAGCAAGTTCTG         MS4A7 -0.6884182569     1
## 5425 TCGCGTTTCTCGCATC         MS4A7 -0.6930900612     0
## 5426 TTAGGACGTGAGTGAC         MS4A7  1.0456600192     2
## 5427 ACAGCTACATCATCCC         MS4A7 -0.6796353774     0
## 5428 GACTGCGCAAAGAATC         MS4A7  1.0075086943     0
## 5429 ACATACGGTTTGACTG         MS4A7 -0.6853518250     1
## 5430 ATCCGAATCTTGCATT         MS4A7 -0.6901179230     2
## 5431 CGTCTACCACATTCGA         MS4A7  1.7215687118     0
## 5432 ATAAGAGGTCAAGCGA         MS4A7 -0.6903019777     1
## 5433 ACGGGTCCAATCACAC         MS4A7 -0.6790932261     0
## 5434 TAAGCGTCAATTGCTG         MS4A7 -0.6913818091     0
## 5435 ACACCAAAGAGCCTAG         MS4A7  2.0971577311     0
## 5436 TATGCCCCATCACGTA         MS4A7 -0.6915199061     1
## 5437 CATGGCGCATAACCTG         MS4A7  0.9439474370     0
## 5438 TACGGTAAGTTTCCTT         MS4A7  1.0557222300     2
## 5439 GGAGCAAGTAATCACC         MS4A7 -0.6813510693     0
## 5440 GGGCATCCACATCCGG         MS4A7 -0.6797996527     0
## 5441 AGTGAGGGTTGCTCCT         MS4A7  1.6772129997     2
## 5442 GAAATGAAGTGGGCTA         MS4A7  2.2114084342     2
## 5443 GATCGTACAATAGCAA         MS4A7 -0.7065666248     0
## 5444 GTAGTCAGTTTAGCTG         MS4A7 -0.7043533157     1
## 5445 TCACAAGGTGACGCCT         MS4A7 -0.6479205076     2
## 5446 GTCATTTTCCGCATCT RP11-290F20.3 -0.0230910399     0
## 5447 ATAAGAGAGGAGTTGC RP11-290F20.3 -0.0232767278     1
## 5448 CATTATCCATGGTCTA RP11-290F20.3 -0.3704491680     0
## 5449 CTTAGGAGTGGCGAAT RP11-290F20.3 -1.4680598914     0
## 5450 CATCAGAAGCACCGCT RP11-290F20.3  0.4976619780     2
## 5451 GCGGGTTAGTAGCCGA RP11-290F20.3  0.8216767216     2
## 5452 CAGAGAGAGCGCCTTG RP11-290F20.3  0.8964536557     0
## 5453 CTGAAGTCAGACACTT RP11-290F20.3  0.7644246280     0
## 5454 GGACGTCCAGGTGCCT RP11-290F20.3  1.0838960184     1
## 5455 AAAGCAAGTGGTGTAG RP11-290F20.3  0.2882325351     2
## 5456 TCTCATACAGGGCATA RP11-290F20.3 -1.3630959962     0
## 5457 AACTCAGGTACTCGCG RP11-290F20.3 -1.3549085062     2
## 5458 CACATTTGTGAGTATA RP11-290F20.3  0.7975020232     0
## 5459 ACTTTCAAGGTGTTAA RP11-290F20.3 -0.2434268915     0
## 5460 TGCCCATCAGACGCAA RP11-290F20.3  1.8335945594     2
## 5461 CTAAGACCAATGCCAT RP11-290F20.3  0.6885748307     0
## 5462 CGGAGCTCATTTGCTT RP11-290F20.3  0.5237081614     0
## 5463 GAGCAGATCGACGGAA RP11-290F20.3  0.4208124909     0
## 5464 TAAACCGAGATCGATA RP11-290F20.3 -1.2768436238     0
## 5465 GTCTCGTGTACATCCA RP11-290F20.3 -1.3895602553     0
## 5466 GTATCTTAGACCCACC RP11-290F20.3  0.4817260165     1
## 5467 GAGCAGAAGAGCCTAG RP11-290F20.3  0.4170579649     1
## 5468 GTGCAGCTCACATAGC RP11-290F20.3 -0.0217681495     0
## 5469 CCTATTAGTAAACCTC RP11-290F20.3 -0.0296314360     0
## 5470 AGAGTGGAGTTTAGGA RP11-290F20.3  0.5316131448     0
## 5471 TACGGGCAGGTGATTA RP11-290F20.3  1.5850810299     2
## 5472 ACTATCTCAATCTACG RP11-290F20.3  0.0708005662     0
## 5473 CGAGCCATCAGGCAAG RP11-290F20.3  0.4929990569     0
## 5474 CGAATGTCAATTGCTG RP11-290F20.3 -1.1922757814     0
## 5475 TACGGTATCGTTACGA RP11-290F20.3  0.9248238585     0
## 5476 CTGTGCTCAAGGTGTG RP11-290F20.3  1.3999295302     2
## 5477 CCATGTCGTAACGACG RP11-290F20.3 -0.0194595045     0
## 5478 TGCTGCTAGACACTAA RP11-290F20.3 -0.1248266841     0
## 5479 ACGGGTCTCGCTTAGA RP11-290F20.3  0.9401679857     2
## 5480 ACGAGGAAGGCTAGCA RP11-290F20.3  0.8850989407     0
## 5481 GCACTCTGTCGGCACT RP11-290F20.3  1.2092771748     2
## 5482 ATCATGGGTTTAAGCC RP11-290F20.3 -0.0223996230     0
## 5483 GCATGTAGTAAAGGAG RP11-290F20.3 -0.0460231557     2
## 5484 CAACTAGAGTGGGCTA RP11-290F20.3  0.6046652767     0
## 5485 AACACGTCAATCAGAA RP11-290F20.3 -1.1912566884     1
## 5486 AAAGTAGGTGTCTGAT RP11-290F20.3 -1.2044891342     1
## 5487 CTCATTATCGCTGATA RP11-290F20.3  1.4878252645     2
## 5488 TACTCGCCAACGCACC RP11-290F20.3  1.0680415161     2
## 5489 GGACATTGTCCTGCTT RP11-290F20.3 -1.1887434896     1
## 5490 ACTGAACAGAGCTGGT RP11-290F20.3  0.6537325493     0
## 5491 CTCGGGAAGTGCAAGC RP11-290F20.3 -1.2050673192     0
## 5492 AGCTCCTAGCATGGCA RP11-290F20.3  0.0299981497     0
## 5493 TATTACCGTCGACTGC RP11-290F20.3  0.7905273349     0
## 5494 GAACGGACATTTCACT RP11-290F20.3  0.1807790900     2
## 5495 CACAAACTCCCGGATG RP11-290F20.3  0.6644947335     0
## 5496 GCTCCTAAGGGAGTAA RP11-290F20.3  0.0986956754     2
## 5497 GACTAACCATCACGTA RP11-290F20.3 -1.1951988586     1
## 5498 TACTCGCTCTTAACCT RP11-290F20.3  0.6882256188     2
## 5499 AGGCCGTCAGGAACGT RP11-290F20.3  0.7086776187     1
## 5500 CCACTACAGTGCTGCC RP11-290F20.3 -1.2029448972     0
## 5501 ATCCACCCAAGCCGTC RP11-290F20.3  0.1948447265     2
## 5502 GAGTCCGAGACTGTAA RP11-290F20.3  0.1586267415     2
## 5503 AAGCCGCCAGAAGCAC RP11-290F20.3  0.1394982124     0
## 5504 GACACGCCAGATTGCT RP11-290F20.3  1.0752559884     0
## 5505 CGACTTCAGGCTACGA RP11-290F20.3  1.0642697096     0
## 5506 GGGTTGCCAGTAAGCG RP11-290F20.3  1.0285696910     2
## 5507 AGTGAGGGTCAGAATA RP11-290F20.3  0.1785364054     0
## 5508 GATCTAGCAGCCACCA RP11-290F20.3 -1.1462498948     1
## 5509 ACGAGGACAAGACGTG RP11-290F20.3  0.1503533806     0
## 5510 CATATGGCAAGCCGCT RP11-290F20.3 -1.1985760506     0
## 5511 TTATGCTCAGACGCTC RP11-290F20.3 -1.1664082210     0
## 5512 AGTGTCAAGTCGCCGT RP11-290F20.3  0.1897853806     0
## 5513 AAGGCAGGTCTGCCAG RP11-290F20.3  1.1760951952     2
## 5514 TCAGGATAGCCCGAAA RP11-290F20.3  0.1629920896     2
## 5515 CCACTACCACTAGTAC RP11-290F20.3 -1.1539388965     1
## 5516 AGCAGCCTCGCCAAAT RP11-290F20.3 -1.1556134757     0
## 5517 CTGCCTATCCATGCTC RP11-290F20.3  0.7509660550     0
## 5518 GCTGCAGCATAGTAAG RP11-290F20.3  1.3771432650     0
## 5519 GCGCAGTTCAGTTCGA RP11-290F20.3 -1.1568310044     1
## 5520 GGGCATCGTAGCGCTC RP11-290F20.3  1.5501829681     2
## 5521 CTAATGGGTTACGTCA RP11-290F20.3  0.7132240672     0
## 5522 ATTCTACGTTATCGGT RP11-290F20.3  1.0684569104     0
## 5523 GAAATGATCAGCTGGC RP11-290F20.3  1.3328272984     0
## 5524 TGCTACCTCGTCCAGG RP11-290F20.3  0.1402519199     0
## 5525 ACATGGTCACTTACGA RP11-290F20.3 -1.1454792782     0
## 5526 ACTTTCAAGCGTTGCC RP11-290F20.3 -1.1434747867     0
## 5527 CCTACACGTAAACCTC RP11-290F20.3 -1.1451139567     0
## 5528 ATTGGTGAGATCCCAT RP11-290F20.3  0.6507637421     0
## 5529 CCGGGATCACAGACAG RP11-290F20.3 -1.1356251440     1
## 5530 CAGTAACTCTCTTGAT RP11-290F20.3 -1.1126749723     0
## 5531 ATCTACTCAATAGCGG RP11-290F20.3 -1.1633143820     0
## 5532 ACCCACTGTTAAGAAC RP11-290F20.3  0.2211972262     1
## 5533 ACATACGTCTGCTTGC RP11-290F20.3 -1.1135543086     0
## 5534 CGTCTACGTTGAACTC RP11-290F20.3  0.6290910596     0
## 5535 ATTATCCCAGCAGTTT RP11-290F20.3  0.7625504349     0
## 5536 GAAACTCTCGTTACGA RP11-290F20.3 -1.1718166263     0
## 5537 GATGAAACATCATCCC RP11-290F20.3  1.7052224883     2
## 5538 CACAGTATCTGTCCGT RP11-290F20.3  0.8112484640     0
## 5539 TGAAAGAAGGAGCGAG RP11-290F20.3 -1.1316507116     0
## 5540 CCGGTAGAGACCGGAT RP11-290F20.3  1.2979487766     2
## 5541 TGCGGGTTCTAACCGA RP11-290F20.3 -1.1684322550     1
## 5542 GGCGACTTCGCGCCAA RP11-290F20.3  0.2683497379     0
## 5543 GGGATGAAGTCGCCGT RP11-290F20.3  0.2298552214     0
## 5544 GATTCAGGTACAGACG RP11-290F20.3  0.7136469132     0
## 5545 TAGACCACAAGAAGAG RP11-290F20.3  1.5936877146     0
## 5546 AATCCAGGTCAGAGGT RP11-290F20.3  0.1619554668     1
## 5547 TGAGCCGCAATGGACG RP11-290F20.3 -1.1528763647     0
## 5548 CACATAGGTACTCTCC RP11-290F20.3  0.2148586883     0
## 5549 CATGGCGAGCAATATG RP11-290F20.3  0.1685570034     1
## 5550 CAGTAACGTTATTCTC RP11-290F20.3 -1.0978080187     1
## 5551 GCGAGAAGTTCCGTCT RP11-290F20.3 -1.1678292222     0
## 5552 TTTACTGGTCCCTTGT RP11-290F20.3  0.1174560016     1
## 5553 ATCATGGCACGAAATA RP11-290F20.3 -1.1334577322     0
## 5554 CGCCAAGAGGCAGTCA RP11-290F20.3 -1.1038973229     0
## 5555 CGTCCATGTCCAGTAT RP11-290F20.3  0.8443570681     0
## 5556 TGGCGCATCCATTCTA RP11-290F20.3 -1.1302859322     0
## 5557 CCCATACGTAGCTTGT RP11-290F20.3 -1.2322246762     0
## 5558 GCATGCGGTGCTGTAT RP11-290F20.3  0.1168028006     0
## 5559 TTCTTAGCATGCTAGT RP11-290F20.3  0.1298895790     0
## 5560 TGCGCAGAGTGGACGT RP11-290F20.3  0.2460876988     1
## 5561 ATTATCCGTTGCTCCT RP11-290F20.3  0.9866239432     0
## 5562 AGAATAGAGACTAGGC RP11-290F20.3  0.1516473141     2
## 5563 CCTACACAGCTGCAAG RP11-290F20.3 -1.1485374874     1
## 5564 GACAGAGAGTGCTGCC RP11-290F20.3  2.0423130726     2
## 5565 GTTCGGGTCCCAAGAT RP11-290F20.3  1.4848940315     2
## 5566 AGTAGTCGTAAGCACG RP11-290F20.3 -1.1521277170     2
## 5567 CTCACACGTACCTACA RP11-290F20.3 -1.1065418629     0
## 5568 GCAGTTAAGTGGGTTG RP11-290F20.3  0.7930721105     0
## 5569 GTCAAGTCAGCTCGAC RP11-290F20.3  0.1814313326     2
## 5570 GCTGCGATCCCTAACC RP11-290F20.3  0.2127189590     1
## 5571 GATCGTATCCCTAACC RP11-290F20.3  0.8107545742     0
## 5572 TGAGAGGTCCGTAGTA RP11-290F20.3 -1.1183045561     0
## 5573 CTCGTCAGTGCACTTA RP11-290F20.3  0.2241323471     0
## 5574 AGCATACAGCAAATCA RP11-290F20.3  1.6749814466     0
## 5575 TCGGGACGTGTCAATC RP11-290F20.3  0.1702950386     0
## 5576 ATGCGATGTAAACACA RP11-290F20.3 -1.1562394394     0
## 5577 CATGACACACAACGTT RP11-290F20.3  1.2441724604     0
## 5578 GCTTGAAGTGCTAGCC RP11-290F20.3 -1.1422096590     0
## 5579 TTTGGTTTCTCTTATG RP11-290F20.3 -1.1649031271     0
## 5580 ACACCCTGTGAAATCA RP11-290F20.3 -1.0986366838     2
## 5581 ATCATGGTCCCTCAGT RP11-290F20.3  0.8361908993     0
## 5582 CCTCTGACAATCAGAA RP11-290F20.3  1.3177973490     0
## 5583 ACATACGAGACACTAA RP11-290F20.3 -1.0549260741     2
## 5584 TCACAAGTCCGTAGGC RP11-290F20.3 -1.0870569089     1
## 5585 GCAGTTAGTCCAGTGC RP11-290F20.3 -1.1234501641     1
## 5586 AGTGAGGGTTACAGAA RP11-290F20.3  0.9188057128     2
## 5587 CACACAAGTAATCACC RP11-290F20.3 -1.1278702751     0
## 5588 GATCGCGAGGCTAGAC RP11-290F20.3  1.5148449872     0
## 5589 CTCGTACTCCTTTCGG RP11-290F20.3 -1.1181968660     0
## 5590 ATCCACCTCGGCGGTT RP11-290F20.3  1.6506359001     2
## 5591 GAAGCAGAGCTAGTTC RP11-290F20.3 -1.0711548663     1
## 5592 CAGTCCTAGTGTCTCA RP11-290F20.3  0.2913980461     2
## 5593 CGCTTCACAATGGATA RP11-290F20.3  0.2543079038     0
## 5594 TCCCGATTCATATCGG RP11-290F20.3  0.7591198618     0
## 5595 TGTGGTACATATACCG RP11-290F20.3  1.2258584403     0
## 5596 TACCTTACACTACAGT RP11-290F20.3 -1.1073516532     1
## 5597 GTAGGCCGTCCGTCAG RP11-290F20.3  0.2618110097     0
## 5598 CAGAATCCAATCAGAA RP11-290F20.3  1.4473739622     0
## 5599 GGATTACTCTGTGCAA RP11-290F20.3 -1.1236382786     2
## 5600 GTCGTAAGTTTGTTTC RP11-290F20.3  1.1690523762     2
## 5601 GATCGTAAGCCAGTAG RP11-290F20.3 -1.0967047391     0
## 5602 GACTACAGTTAAAGAC RP11-290F20.3  0.8773220291     0
## 5603 CATGACACAACACCTA RP11-290F20.3  1.7117868850     2
## 5604 CACCAGGTCACGCGGT RP11-290F20.3  0.3189145524     0
## 5605 GTCTTCGTCTGAGTGT RP11-290F20.3  0.2884129439     2
## 5606 CCTTCGAAGTGGGATC RP11-290F20.3  0.3453479764     0
## 5607 GTGCGGTGTCCTGCTT RP11-290F20.3  0.9485169885     0
## 5608 GTCACAACATGCCTTC RP11-290F20.3 -1.0892186116     1
## 5609 CAGAGAGTCAGTCAGT RP11-290F20.3  0.8394417066     0
## 5610 GTGCGGTGTACTCTCC RP11-290F20.3  0.8246377688     0
## 5611 CAGCTAATCAAGATCC RP11-290F20.3  0.3008013542     1
## 5612 CAAGATCGTTGGGACA RP11-290F20.3 -1.1038973229     0
## 5613 TTTATGCCATCACAAC RP11-290F20.3  1.5730051488     2
## 5614 CGGTTAATCCCAAGTA RP11-290F20.3  0.2225351628     1
## 5615 TAGCCGGTCCGTAGTA RP11-290F20.3  0.3425132683     1
## 5616 ACGAGCCGTGTTTGTG RP11-290F20.3  0.2333622470     2
## 5617 AGCATACCAAACCCAT RP11-290F20.3  0.8376662536     0
## 5618 GAAATGATCAACACTG RP11-290F20.3  0.3301709402     0
## 5619 TATCTCACATAACCTG RP11-290F20.3  0.2532521806     2
## 5620 CCGTACTCACTTCTGC RP11-290F20.3 -1.0587025259     1
## 5621 CTAGAGTTCAGAGGTG RP11-290F20.3  0.2605201759     0
## 5622 CTGATAGCATACAGCT RP11-290F20.3 -1.1128862426     0
## 5623 TCGAGGCCACGGTAGA RP11-290F20.3 -1.0880705042     1
## 5624 GATCAGTTCACTTATC RP11-290F20.3  0.7406027761     0
## 5625 GTTTCTAAGCCCTAAT RP11-290F20.3  0.1960361724     0
## 5626 CAGCTGGAGGAATTAC RP11-290F20.3  0.3258777576     1
## 5627 AGAGTGGTCGATCCCT RP11-290F20.3  0.3147376150     0
## 5628 CATGGCGCAACTGCTA RP11-290F20.3 -1.1353211967     0
## 5629 CTGGTCTGTATATGGA RP11-290F20.3 -1.0744509063     1
## 5630 CGTCACTCACAGGAGT RP11-290F20.3  0.2536300907     0
## 5631 AACTGGTTCAACCAAC RP11-290F20.3 -1.0741685504     1
## 5632 CCATTCGCAGGGAGAG RP11-290F20.3 -1.0753574933     0
## 5633 CATCAGATCTTCAACT RP11-290F20.3 -1.0870385731     0
## 5634 GAATGAATCAGGCAAG RP11-290F20.3  0.7988747782     0
## 5635 TGTCCCATCGAATGCT RP11-290F20.3  0.3273474735     0
## 5636 AGTGGGACAGCCAATT RP11-290F20.3  0.3437779141     0
## 5637 AGAGCTTTCACATGCA RP11-290F20.3  1.3186249860     0
## 5638 TGCGGGTTCTGCAGTA RP11-290F20.3  0.3515900152     0
## 5639 GTCGTAAGTCGGCACT RP11-290F20.3 -1.1772769841     0
## 5640 CTCGAGGTCGGAGCAA RP11-290F20.3 -1.0867145082     0
## 5641 CTACACCAGATGAGAG RP11-290F20.3 -1.0529934111     1
## 5642 ACGGCCATCTTACCTA RP11-290F20.3  0.9294158262     0
## 5643 CCCAGTTCACACCGAC RP11-290F20.3 -1.0541880549     1
## 5644 TCGGGACTCGGATGGA RP11-290F20.3  0.4160614931     1
## 5645 CATCGGGTCCCGACTT RP11-290F20.3 -1.0406100955     0
## 5646 CTTAACTGTAAGGATT RP11-290F20.3 -1.0465256095     2
## 5647 AACCATGAGCGTAATA RP11-290F20.3  0.9563380195     2
## 5648 TCAGATGGTCTTCTCG RP11-290F20.3  0.3456028461     0
## 5649 CTCACACTCCCAACGG RP11-290F20.3 -1.0403981336     0
## 5650 CCATGTCAGGATGGAA RP11-290F20.3 -1.0813440886     0
## 5651 GGGTCTGGTACTTGAC RP11-290F20.3 -1.0823829113     0
## 5652 GGAACTTCACAGTCGC RP11-290F20.3  0.3586519236     0
## 5653 GACCTGGCACATCCAA RP11-290F20.3  0.9264444924     2
## 5654 CAGTCCTCAAGACACG RP11-290F20.3 -1.0503332208     1
## 5655 AGATCTGCATATGGTC RP11-290F20.3 -1.0778596829     0
## 5656 CATCAGAGTATTCTCT RP11-290F20.3 -1.0485015492     0
## 5657 TGCACCTTCGATAGAA RP11-290F20.3 -1.0838235932     0
## 5658 CCTACACTCCCAAGTA RP11-290F20.3  1.2541500846     0
## 5659 ACTTTCATCGTAGATC RP11-290F20.3 -1.1074075856     1
## 5660 TTGCGTCCACCATGTA RP11-290F20.3 -1.0731300192     0
## 5661 AAATGCCAGGTGCTAG RP11-290F20.3 -1.1279223669     0
## 5662 ATGCGATGTCCATCCT RP11-290F20.3  0.3782242791     1
## 5663 CCAGCGAAGCCACTAT RP11-290F20.3 -1.0521413405     0
## 5664 TACTTGTAGTGTACTC RP11-290F20.3  1.7503872049     2
## 5665 AGGGATGTCTCGCTTG RP11-290F20.3 -1.0496760051     1
## 5666 TGTCCCAGTATTAGCC RP11-290F20.3  0.3188039475     0
## 5667 TGCTACCTCGCACTCT RP11-290F20.3 -1.0424293467     1
## 5668 GTAACGTCAGTATAAG RP11-290F20.3 -1.0577312979     1
## 5669 GCGCAACGTTCGTTGA RP11-290F20.3 -1.0522622931     1
## 5670 GCGAGAACATGAGCGA RP11-290F20.3  0.9639756794     1
## 5671 TGCCCTAGTGCACCAC RP11-290F20.3 -1.0713732499     1
## 5672 CTAGAGTGTAAACACA RP11-290F20.3  1.0307329683     0
## 5673 AGTAGTCCACCGGAAA RP11-290F20.3  1.3337317228     0
## 5674 CATATTCTCAGCGATT RP11-290F20.3  0.4229009808     2
## 5675 GAATGAAGTAACGACG RP11-290F20.3  0.3648570823     0
## 5676 GATCAGTAGTACTTGC RP11-290F20.3 -1.0665195453     0
## 5677 CAAGAAACAGGATTGG RP11-290F20.3 -1.0550420576     1
## 5678 CCTATTATCAACACTG RP11-290F20.3 -1.1005909210     0
## 5679 CAGCAGCTCTGCGGCA RP11-290F20.3 -1.0600116964     0
## 5680 ATAAGAGAGCTGCGAA RP11-290F20.3 -1.0753106664     1
## 5681 AGATCTGCACCTATCC RP11-290F20.3  1.6508675831     0
## 5682 GACACGCGTAGAGCTG RP11-290F20.3  0.3486936933     0
## 5683 TACACGAAGCTAGGCA RP11-290F20.3  0.3787333776     0
## 5684 AACACGTTCCGAAGAG RP11-290F20.3 -1.0935551212     0
## 5685 TTAACTCGTGTAATGA RP11-290F20.3 -1.0943599884     1
## 5686 TGGCGCAGTTCAGACT RP11-290F20.3  0.9315935555     2
## 5687 CATCAGAGTCTAGTCA RP11-290F20.3 -1.0573926008     1
## 5688 CTAGAGTAGCATGGCA RP11-290F20.3  1.0161339210     2
## 5689 TACGGTAAGCGTGAAC RP11-290F20.3  0.3936483157     2
## 5690 TGACTTTTCGGATGTT RP11-290F20.3 -1.0385634482     1
## 5691 CTCACACTCCTACAGA RP11-290F20.3 -1.0557641997     1
## 5692 CCGTACTCACTGAAGG RP11-290F20.3  1.4673907855     0
## 5693 ATAACGCGTGGAAAGA RP11-290F20.3  0.2264133724     0
## 5694 GCTTGAAAGCTAGGCA RP11-290F20.3 -1.0895248597     1
## 5695 AAGTCTGGTGTTGGGA RP11-290F20.3  0.9591003384     2
## 5696 CGATCGGGTACAGCAG RP11-290F20.3  0.3981714040     1
## 5697 AGTAGTCTCGATGAGG RP11-290F20.3  1.6173540619     2
## 5698 CGACCTTCAGACGCTC RP11-290F20.3 -1.0805265785     1
## 5699 GCATACACATGCAACT RP11-290F20.3  1.0364904952     0
## 5700 TCCCGATTCGCAGGCT RP11-290F20.3 -1.0568208433     2
## 5701 TTAGGCAAGATCGATA RP11-290F20.3 -1.0842357580     1
## 5702 TCGTACCAGGCAAAGA RP11-290F20.3  0.3530732541     0
## 5703 GGATGTTGTATAGGGC RP11-290F20.3  1.6019098816     2
## 5704 AATCCAGCAGAGTGTG RP11-290F20.3  0.3940962612     0
## 5705 CATGCCTCACGGCCAT RP11-290F20.3  0.4661199511     1
## 5706 CTCGAAACACATGACT RP11-290F20.3  1.4488611280     2
## 5707 CTGCCTAGTTGCGTTA RP11-290F20.3  1.0483698536     0
## 5708 GGCGACTAGACAGAGA RP11-290F20.3 -1.0507180573     1
## 5709 TACAGTGGTGTAATGA RP11-290F20.3 -1.0445673331     1
## 5710 ACGAGCCTCTTATCTG RP11-290F20.3  1.8797186759     2
## 5711 GGGAATGCAAATACAG RP11-290F20.3 -1.0367175774     1
## 5712 TGCACCTGTACCGAGA RP11-290F20.3  1.3731683404     0
## 5713 ATCATCTTCAGTCAGT RP11-290F20.3  0.4193432278     0
## 5714 CATATTCGTACAGTTC RP11-290F20.3 -1.0269680153     0
## 5715 GCATGATGTTCCACTC RP11-290F20.3 -1.0461702507     0
## 5716 AAGGCAGTCACGACTA RP11-290F20.3 -1.0577389859     0
## 5717 GAAACTCTCTATCCCG RP11-290F20.3  0.3691784158     0
## 5718 AGCATACTCTGCTGTC RP11-290F20.3 -1.0611525280     1
## 5719 TGGGCGTCAGCGTTCG RP11-290F20.3 -1.0548513381     1
## 5720 TCGTAGAGTTCGTCTC RP11-290F20.3  0.3103536132     0
## 5721 GACAGAGGTACCGCTG RP11-290F20.3  0.4526210339     1
## 5722 TCTCATACACATAACC RP11-290F20.3 -1.0686887248     0
## 5723 TGGGCGTCATTGAGCT RP11-290F20.3  0.4044114982     0
## 5724 CATGACACATGTCTCC RP11-290F20.3 -1.0684156727     0
## 5725 GAATAAGGTGCACGAA RP11-290F20.3 -1.0529276014     1
## 5726 TGCGCAGCAAGCGAGT RP11-290F20.3 -0.9852777765     0
## 5727 CTTCTCTCAGCCAGAA RP11-290F20.3  0.3432355192     0
## 5728 AAGCCGCAGTGGCACA RP11-290F20.3 -1.0224676460     0
## 5729 CTCTACGAGTGGACGT RP11-290F20.3  1.0670323044     2
## 5730 GTCATTTTCTATCCCG RP11-290F20.3  1.4365644161     2
## 5731 CGAGCACAGCCACTAT RP11-290F20.3 -1.0238927959     1
## 5732 AGTAGTCGTAACGACG RP11-290F20.3  1.0543941879     0
## 5733 GACGTGCAGAGGGATA RP11-290F20.3 -1.1121168247     0
## 5734 GTCTTCGTCCAACCAA RP11-290F20.3  0.3594848958     2
## 5735 CAAGGCCTCGCCCTTA RP11-290F20.3  1.0201686965     0
## 5736 TGTGGTACATGGTTGT RP11-290F20.3  0.4728841437     2
## 5737 CCTCAGTTCGAATGCT RP11-290F20.3 -1.0154085423     1
## 5738 ACCGTAATCTGAGGGA RP11-290F20.3 -1.0154555620     1
## 5739 GTTAAGCCAGTTCATG RP11-290F20.3 -1.0503561245     0
## 5740 CTGCCTATCAATCTCT RP11-290F20.3  0.4347787543     0
## 5741 GACGGCTTCTCCAACC RP11-290F20.3  1.0435227866     0
## 5742 TTTCCTCCAGTTCCCT RP11-290F20.3  0.3603786904     0
## 5743 GCGCCAAAGCCCTAAT RP11-290F20.3 -1.0792602333     0
## 5744 CCACCTATCCCGACTT RP11-290F20.3 -1.0286091754     1
## 5745 TTTATGCCAGGGCATA RP11-290F20.3 -1.0519254800     1
## 5746 TACAGTGTCGCGGATC RP11-290F20.3 -1.0203161577     0
## 5747 AGCTCTCCACCACGTG RP11-290F20.3  0.4110420115     0
## 5748 GTGGGTCCATTGAGCT RP11-290F20.3 -1.0590887299     1
## 5749 GGGATGACAGACTCGC RP11-290F20.3 -1.0467536456     0
## 5750 ACACCAAGTTCGGGCT RP11-290F20.3  0.9876446642     1
## 5751 TGATTTCAGCTATGCT RP11-290F20.3 -1.0377018840     1
## 5752 TGGCCAGAGAGGGCTT RP11-290F20.3  0.9644725086     2
## 5753 TCGGTAAGTAAAGTCA RP11-290F20.3  1.3637681414     2
## 5754 TGAAAGAGTCCCTTGT RP11-290F20.3 -1.0268979102     1
## 5755 CCGTGGATCGTTTATC RP11-290F20.3 -0.9879844184     1
## 5756 GAACCTATCCTCAACC RP11-290F20.3 -1.0535188983     0
## 5757 GCGCAGTCATCCAACA RP11-290F20.3  0.4364026798     1
## 5758 ACATGGTTCGCGCCAA RP11-290F20.3 -1.0370768492     1
## 5759 CTTGGCTGTACGCACC RP11-290F20.3 -1.0989316134     0
## 5760 AGATTGCAGGCCCGTT RP11-290F20.3  0.9499753301     0
## 5761 AGGCCGTGTTACGGAG RP11-290F20.3 -1.0612071706     1
## 5762 GGTGTTAGTTAAGATG RP11-290F20.3  0.4757357120     0
## 5763 GGAATAATCCTGTAGA RP11-290F20.3 -1.0281288540     1
## 5764 TATTACCGTATTAGCC RP11-290F20.3  0.4646002768     1
## 5765 ATAACGCGTTAGTGGG RP11-290F20.3  1.0541849349     0
## 5766 AAACGGGGTTATCCGA RP11-290F20.3 -1.0120414511     1
## 5767 TGTGGTATCGTTTAGG RP11-290F20.3  0.4656519326     1
## 5768 ATCACGAGTATGAATG RP11-290F20.3 -1.0133933830     0
## 5769 CAGCAGCTCACCTCGT RP11-290F20.3 -1.0328441586     0
## 5770 CCAATCCGTATTACCG RP11-290F20.3 -1.0226031728     1
## 5771 TTCTACATCACATAGC RP11-290F20.3  1.5326910749     2
## 5772 TGTCCCATCGTATCAG RP11-290F20.3  2.1478989641     2
## 5773 AGCTCTCAGTGTTTGC RP11-290F20.3 -1.0625238038     0
## 5774 CAACCTCAGTAACCCT RP11-290F20.3  2.1125237355     2
## 5775 GTGGGTCAGGTAAACT RP11-290F20.3  0.9768974839     0
## 5776 TAAGTGCCACGTCAGC RP11-290F20.3  1.4476379824     1
## 5777 GACCTGGCAGCCACCA RP11-290F20.3  0.3906834943     0
## 5778 ACAGCCGCAGGATCGA RP11-290F20.3 -1.0486411746     0
## 5779 AACTCCCCAGCTCGCA RP11-290F20.3  0.4243212368     0
## 5780 GGAAAGCGTCTCTCGT RP11-290F20.3 -1.1063623195     0
## 5781 CGCTTCAAGCAGGTCA RP11-290F20.3 -1.0215194880     1
## 5782 GATCGCGAGAAGGGTA RP11-290F20.3  0.4641350330     1
## 5783 AAGCCGCCAGGATTGG RP11-290F20.3  0.4525315245     1
## 5784 ATTGGACGTCGTGGCT RP11-290F20.3  1.0004505168     0
## 5785 CCCATACCACTAAGTC RP11-290F20.3  2.2234087777     2
## 5786 TCTCTAATCCCATTTA RP11-290F20.3  0.4922232108     1
## 5787 TCGTAGAGTGGTACAG RP11-290F20.3 -1.0563701727     1
## 5788 AAACGGGAGAGACGAA RP11-290F20.3  0.4189417031     0
## 5789 GACTACATCACCACCT RP11-290F20.3  1.0803511297     2
## 5790 GAAACTCAGTTGAGTA RP11-290F20.3  0.5112908922     0
## 5791 CCCTCCTTCCTCCTAG RP11-290F20.3  0.3585136224     1
## 5792 GCGACCATCACGGTTA RP11-290F20.3  0.6203404108     2
## 5793 TCTCTAAAGAGTCGGT RP11-290F20.3 -1.0805555431     1
## 5794 GGCTCGATCTCACATT RP11-290F20.3 -1.0901615283     0
## 5795 CTGATAGAGGCAGGTT RP11-290F20.3 -1.0554834236     1
## 5796 CATGCCTAGGAGTTTA RP11-290F20.3 -1.0626678030     1
## 5797 TGGCTGGTCAGCCTAA RP11-290F20.3  0.5048067795     0
## 5798 TCAGATGTCGTTACAG RP11-290F20.3  0.4150799410     0
## 5799 CAGCTGGGTTATGTGC RP11-290F20.3 -1.0160441048     0
## 5800 GGAACTTAGTCGTACT RP11-290F20.3  1.0794579821     0
## 5801 CCGGGATCACCGGAAA RP11-290F20.3 -1.0276297684     1
## 5802 CCTTCGATCAAAGACA RP11-290F20.3 -1.0327738651     0
## 5803 CGAGAAGGTATCGCAT RP11-290F20.3 -1.0256644001     0
## 5804 CCTAAAGAGACTGGGT RP11-290F20.3  1.5471380709     0
## 5805 CAGATCACATTGGCGC RP11-290F20.3 -1.0172952250     1
## 5806 CTAGCCTAGCTGGAAC RP11-290F20.3  0.4408116967     1
## 5807 ATTGGTGTCTCGTATT RP11-290F20.3  0.5088826955     2
## 5808 GGGAATGTCAAAGTAG RP11-290F20.3  0.4371881977     1
## 5809 CCATGTCCACGGCCAT RP11-290F20.3  0.4477356044     0
## 5810 GGCAATTCATATGGTC RP11-290F20.3 -1.0552878287     0
## 5811 CTGTGCTCATGTCCTC RP11-290F20.3 -1.0576407103     0
## 5812 TTAACTCCAACGCACC RP11-290F20.3  1.1129667000     0
## 5813 CGAACATAGCGGCTTC RP11-290F20.3  0.4893904659     0
## 5814 TCGCGTTAGGCACATG RP11-290F20.3  0.3797912212     1
## 5815 GGGTTGCCAAACTGCT RP11-290F20.3 -1.0008774520     0
## 5816 ATAAGAGCAGGTGCCT RP11-290F20.3 -1.0406059661     1
## 5817 CGGACACGTATTCGTG RP11-290F20.3  2.5000000000     2
## 5818 CTGATAGTCACGACTA RP11-290F20.3 -1.0485942908     0
## 5819 GAACATCGTGAGTATA RP11-290F20.3 -1.0273847047     2
## 5820 TGCTACCAGTGGTCCC RP11-290F20.3  1.7348725979     0
## 5821 GCTGGGTAGTCTTGCA RP11-290F20.3  1.0534536585     0
## 5822 TACGGATGTCTAACGT RP11-290F20.3  0.4895406101     2
## 5823 TGGGCGTCAATGGATA RP11-290F20.3 -1.0269854971     1
## 5824 CTGCTGTCATTTGCTT RP11-290F20.3 -0.9928548093     2
## 5825 GGGCATCAGCAGCCTC RP11-290F20.3 -1.0462496772     1
## 5826 CGTGAGCAGACTAGAT RP11-290F20.3 -1.0561572959     0
## 5827 CAGCGACCACACCGAC RP11-290F20.3  1.5380788282     2
## 5828 CCCAATCCAGTTAACC RP11-290F20.3  2.3244952838     2
## 5829 CAGCGACTCAGCGACC RP11-290F20.3  0.4451495443     0
## 5830 GAGCAGAAGCTATGCT RP11-290F20.3 -1.0108631666     2
## 5831 CTCTGGTTCACTTCAT RP11-290F20.3  1.2099718879     0
## 5832 CGCGTTTCAGCTGTGC RP11-290F20.3 -1.0408708884     1
## 5833 GGACGTCCACCTCGGA RP11-290F20.3  1.0386106834     0
## 5834 TAGTTGGAGAGTTGGC RP11-290F20.3  0.4743090277     0
## 5835 ATTGGTGTCGGAATCT RP11-290F20.3 -1.0479341934     0
## 5836 GAATGAACACGGCCAT RP11-290F20.3  1.7597161253     2
## 5837 GTGCATACAAGGTGTG RP11-290F20.3  0.4018401309     0
## 5838 GGAATAAGTCGGCACT RP11-290F20.3 -0.9950683119     0
## 5839 ACCCACTTCCAAAGTC RP11-290F20.3  0.9111484467     0
## 5840 ACTATCTCAATTCCTT RP11-290F20.3  0.5270789876     1
## 5841 AGCATACAGTGGGATC RP11-290F20.3  1.1678557355     0
## 5842 CTGAAGTGTTTCGCTC RP11-290F20.3 -1.0511686637     1
## 5843 TTCTCAATCAACACAC RP11-290F20.3 -1.0391912424     0
## 5844 CGGAGCTAGAGACGAA RP11-290F20.3  0.5847273033     0
## 5845 CTGGTCTAGTTTGCGT RP11-290F20.3 -1.0494639091     0
## 5846 AACGTTGAGAGTCGGT RP11-290F20.3  1.3961870238     2
## 5847 AGGGATGTCTCCAACC RP11-290F20.3 -0.9914191507     1
## 5848 AACCATGAGGTGACCA RP11-290F20.3  0.4581120579     0
## 5849 ATCTACTTCACATACG RP11-290F20.3 -0.9738537162     0
## 5850 CCTAAAGAGTCTCAAC RP11-290F20.3 -1.0065176427     0
## 5851 ACACCCTAGAGTTGGC RP11-290F20.3  1.4515007735     2
## 5852 CCGTTCACAGCTGTTA RP11-290F20.3 -1.0648601495     0
## 5853 ATCTACTCAGCAGTTT RP11-290F20.3  0.4946676338     0
## 5854 AGAGCGAGTCCGTTAA RP11-290F20.3 -1.0199964397     0
## 5855 TCATTACTCCAGAGGA RP11-290F20.3  1.0260127335     0
## 5856 GTCTCGTCATTAGGCT RP11-290F20.3  0.4647414213     0
## 5857 TGGGCGTAGGCAGTCA RP11-290F20.3 -1.0399670247     0
## 5858 GTGAAGGCAGACAAAT RP11-290F20.3  1.1414335067     2
## 5859 GGAAAGCTCACTTATC RP11-290F20.3  0.4791739362     1
## 5860 CTACATTGTACCCAAT RP11-290F20.3  0.4940312628     0
## 5861 TTAGGCAGTCAAACTC RP11-290F20.3  1.4910228694     0
## 5862 TACCTATGTAACGTTC RP11-290F20.3  1.0891735086     2
## 5863 TGAGCCGGTATTCGTG RP11-290F20.3 -0.9981665637     1
## 5864 GGGATGATCCAGAGGA RP11-290F20.3 -0.9762799812     0
## 5865 TTTCCTCCATCGATTG RP11-290F20.3  0.3458960220     1
## 5866 AGGGAGTTCCTATTCA RP11-290F20.3  1.0569971056     0
## 5867 GGTATTGAGAGCCTAG RP11-290F20.3 -1.0150410022     1
## 5868 AACTCTTCACGGCTAC RP11-290F20.3  1.9400268564     0
## 5869 GACTACATCGTTTAGG RP11-290F20.3 -1.0460895060     0
## 5870 GGGCACTAGTGAAGTT RP11-290F20.3  0.4658897150     0
## 5871 TTTATGCCAAAGCAAT RP11-290F20.3  0.9877763052     0
## 5872 CTAGAGTGTGCAACTT RP11-290F20.3  1.0801967855     2
## 5873 ACCCACTCAGCGAACA RP11-290F20.3 -0.9664698440     0
## 5874 TACGGTACACATCTTT RP11-290F20.3  0.5282442769     0
## 5875 GCGCGATTCCGAGCCA RP11-290F20.3  0.4401434924     2
## 5876 CCACGGAAGTTTAGGA RP11-290F20.3  0.5037960524     2
## 5877 CGTCTACGTCACTGGC RP11-290F20.3 -1.0163064766     1
## 5878 CTGGTCTTCACGGTTA RP11-290F20.3 -1.0258045281     0
## 5879 GTCAAGTGTTCATGGT RP11-290F20.3  1.0524834574     0
## 5880 TACCTATTCTCTGAGA RP11-290F20.3  1.2056138611     0
## 5881 CACAAACAGGGAGTAA RP11-290F20.3  0.4653339042     0
## 5882 CGAATGTCAAGCCCAC RP11-290F20.3  0.5009216838     2
## 5883 AAACCTGGTAGCCTAT RP11-290F20.3 -0.9871467256     1
## 5884 CTACCCAGTATTAGCC RP11-290F20.3 -1.0469891486     0
## 5885 AGGCCACTCATTCACT RP11-290F20.3  0.4643948463     1
## 5886 GTTCGGGGTACAGTGG RP11-290F20.3  0.5197971122     0
## 5887 ACGAGGACAACTTGAC RP11-290F20.3 -1.0213238120     1
## 5888 TAGCCGGGTATATGGA RP11-290F20.3 -1.0250631315     2
## 5889 GGATTACGTCTCTCTG RP11-290F20.3  1.4855036412     2
## 5890 GGCCGATCATCGATGT RP11-290F20.3  0.4541573914     1
## 5891 ACATGGTTCGTTGCCT RP11-290F20.3 -1.0149217555     0
## 5892 GGGCATCTCTCCAACC RP11-290F20.3 -0.9947211492     0
## 5893 AACTCAGTCTTGTATC RP11-290F20.3 -1.0135464221     0
## 5894 GGGTCTGTCCTAGAAC RP11-290F20.3  0.4391889965     0
## 5895 ATTATCCGTGTGCCTG RP11-290F20.3  1.1674725001     1
## 5896 CCCAATCAGGCTAGCA RP11-290F20.3  1.0590819853     1
## 5897 CAGCAGCTCAGATAAG RP11-290F20.3 -0.9836819259     0
## 5898 CTTAACTCACCGAAAG RP11-290F20.3 -1.0083196798     0
## 5899 TGGGCGTAGTTGAGAT RP11-290F20.3 -1.0214575422     0
## 5900 AAGCCGCAGGGTATCG RP11-290F20.3 -1.0193241657     1
## 5901 TGCGGGTGTTTACTCT RP11-290F20.3  1.0808067304     0
## 5902 TCACGAATCCCTCTTT RP11-290F20.3  1.1252477161     2
## 5903 TCAGATGCATTCACTT RP11-290F20.3 -1.0875426543     0
## 5904 GCGACCAAGATGCCTT RP11-290F20.3  1.0562663895     2
## 5905 CGTTAGACACAACGTT RP11-290F20.3 -0.9747914203     1
## 5906 GACACGCGTACAAGTA RP11-290F20.3  0.4670868959     1
## 5907 CACACCTGTCGCGAAA RP11-290F20.3  0.4386200224     2
## 5908 CTTGGCTCAGCCTATA RP11-290F20.3 -1.0282487932     0
## 5909 CGAGCACTCTGCTGCT RP11-290F20.3  2.1705297559     2
## 5910 ACTATCTCATGCAACT RP11-290F20.3 -0.9955043376     2
## 5911 GATGAGGTCCGCATAA RP11-290F20.3 -1.0478609635     0
## 5912 AAGGCAGCATGCGCAC RP11-290F20.3  1.1560125970     0
## 5913 TACTTGTTCTCGTATT RP11-290F20.3  1.1308890663     2
## 5914 ATTCTACCAGGCTGAA RP11-290F20.3  1.1342076280     2
## 5915 CGGTTAAAGTTACCCA RP11-290F20.3 -1.0195289769     1
## 5916 AGCGTCGAGATGTCGG RP11-290F20.3  0.1830703200     2
## 5917 CGACTTCCACGAAACG RP11-290F20.3  0.4424812777     0
## 5918 AGTGTCAAGTGAAGAG RP11-290F20.3 -1.0168946842     0
## 5919 AAGGCAGCAAGTTCTG RP11-290F20.3 -1.0077494901     1
## 5920 TCGCGTTTCTCGCATC RP11-290F20.3 -1.0140248866     0
## 5921 TTAGGACGTGAGTGAC RP11-290F20.3  1.1639026373     2
## 5922 ACAGCTACATCATCCC RP11-290F20.3  1.5375438774     0
## 5923 GACTGCGCAAAGAATC RP11-290F20.3  0.5155978806     0
## 5924 ACATACGGTTTGACTG RP11-290F20.3 -0.9991039037     1
## 5925 ATCCGAATCTTGCATT RP11-290F20.3  0.5088069214     2
## 5926 CGTCTACCACATTCGA RP11-290F20.3  1.1525390120     0
## 5927 ATAAGAGGTCAAGCGA RP11-290F20.3  0.5043558405     1
## 5928 ACGGGTCCAATCACAC RP11-290F20.3 -0.9855566536     0
## 5929 TAAGCGTCAATTGCTG RP11-290F20.3 -1.0097245910     0
## 5930 ACACCAAAGAGCCTAG RP11-290F20.3 -1.0221179312     0
## 5931 TATGCCCCATCACGTA RP11-290F20.3 -1.0090474313     1
## 5932 CATGGCGCATAACCTG RP11-290F20.3 -1.0448044693     0
## 5933 TACGGTAAGTTTCCTT RP11-290F20.3  1.1818227212     2
## 5934 GGAGCAAGTAATCACC RP11-290F20.3 -0.9979905830     0
## 5935 GGGCATCCACATCCGG RP11-290F20.3 -0.9882098503     0
## 5936 AGTGAGGGTTGCTCCT RP11-290F20.3  1.1187429538     2
## 5937 GAAATGAAGTGGGCTA RP11-290F20.3  2.2998583477     2
## 5938 GATCGTACAATAGCAA RP11-290F20.3  1.0625883934     0
## 5939 GTAGTCAGTTTAGCTG RP11-290F20.3  0.4716160040     1
## 5940 TCACAAGGTGACGCCT RP11-290F20.3 -0.9519155073     2
## 5941 GTCATTTTCCGCATCT          C1QA -0.0886026203     0
## 5942 ATAAGAGAGGAGTTGC          C1QA -0.0556888509     1
## 5943 CATTATCCATGGTCTA          C1QA -0.3294556700     0
## 5944 CTTAGGAGTGGCGAAT          C1QA -0.2161561844     0
## 5945 CATCAGAAGCACCGCT          C1QA -0.0671535235     2
## 5946 GCGGGTTAGTAGCCGA          C1QA -0.2535968076     2
## 5947 CAGAGAGAGCGCCTTG          C1QA -0.1811396385     0
## 5948 CTGAAGTCAGACACTT          C1QA  1.0781219006     0
## 5949 GGACGTCCAGGTGCCT          C1QA -0.2932550215     1
## 5950 AAAGCAAGTGGTGTAG          C1QA -0.3836135748     2
## 5951 TCTCATACAGGGCATA          C1QA -0.3017761439     0
## 5952 AACTCAGGTACTCGCG          C1QA  2.3465091366     2
## 5953 CACATTTGTGAGTATA          C1QA -0.3703391791     0
## 5954 ACTTTCAAGGTGTTAA          C1QA -0.3045255246     0
## 5955 TGCCCATCAGACGCAA          C1QA  2.5000000000     2
## 5956 CTAAGACCAATGCCAT          C1QA -0.3287332655     0
## 5957 CGGAGCTCATTTGCTT          C1QA -0.4240346741     0
## 5958 GAGCAGATCGACGGAA          C1QA  1.1819906936     0
## 5959 TAAACCGAGATCGATA          C1QA -0.3655364489     0
## 5960 GTCTCGTGTACATCCA          C1QA -0.2768587253     0
## 5961 GTATCTTAGACCCACC          C1QA -0.2104461667     1
## 5962 GAGCAGAAGAGCCTAG          C1QA  2.5000000000     1
## 5963 GTGCAGCTCACATAGC          C1QA -0.3716238179     0
## 5964 CCTATTAGTAAACCTC          C1QA  1.1341132338     0
## 5965 AGAGTGGAGTTTAGGA          C1QA -0.3734768505     0
## 5966 TACGGGCAGGTGATTA          C1QA  1.3243807531     2
## 5967 ACTATCTCAATCTACG          C1QA -0.3469097066     0
## 5968 CGAGCCATCAGGCAAG          C1QA -0.2911568426     0
## 5969 CGAATGTCAATTGCTG          C1QA -0.4845481136     0
## 5970 TACGGTATCGTTACGA          C1QA -0.3506006795     0
## 5971 CTGTGCTCAAGGTGTG          C1QA -0.2981325361     2
## 5972 CCATGTCGTAACGACG          C1QA -0.3211493895     0
## 5973 TGCTGCTAGACACTAA          C1QA -0.3683771939     0
## 5974 ACGGGTCTCGCTTAGA          C1QA -0.2661664792     2
## 5975 ACGAGGAAGGCTAGCA          C1QA -0.2672767610     0
## 5976 GCACTCTGTCGGCACT          C1QA -0.0678388815     2
## 5977 ATCATGGGTTTAAGCC          C1QA -0.4535109705     0
## 5978 GCATGTAGTAAAGGAG          C1QA -0.1358662119     2
## 5979 CAACTAGAGTGGGCTA          C1QA -0.2754423134     0
## 5980 AACACGTCAATCAGAA          C1QA -0.3856694870     1
## 5981 AAAGTAGGTGTCTGAT          C1QA  2.5000000000     1
## 5982 CTCATTATCGCTGATA          C1QA -0.5586386092     2
## 5983 TACTCGCCAACGCACC          C1QA  2.5000000000     2
## 5984 GGACATTGTCCTGCTT          C1QA  1.1566109856     1
## 5985 ACTGAACAGAGCTGGT          C1QA -0.3429127919     0
## 5986 CTCGGGAAGTGCAAGC          C1QA -0.3137472989     0
## 5987 AGCTCCTAGCATGGCA          C1QA -0.3257717754     0
## 5988 TATTACCGTCGACTGC          C1QA -0.4030142861     0
## 5989 GAACGGACATTTCACT          C1QA -0.4260119444     2
## 5990 CACAAACTCCCGGATG          C1QA -0.4772432445     0
## 5991 GCTCCTAAGGGAGTAA          C1QA -0.4759248784     2
## 5992 GACTAACCATCACGTA          C1QA -0.3743010248     1
## 5993 TACTCGCTCTTAACCT          C1QA -0.4493847311     2
## 5994 AGGCCGTCAGGAACGT          C1QA -0.5259315609     1
## 5995 CCACTACAGTGCTGCC          C1QA -0.1580194971     0
## 5996 ATCCACCCAAGCCGTC          C1QA -0.5025560854     2
## 5997 GAGTCCGAGACTGTAA          C1QA -0.3480862536     2
## 5998 AAGCCGCCAGAAGCAC          C1QA -0.4012461512     0
## 5999 GACACGCCAGATTGCT          C1QA -0.2449874334     0
## 6000 CGACTTCAGGCTACGA          C1QA -0.4803643974     0
## 6001 GGGTTGCCAGTAAGCG          C1QA -0.3423988748     2
## 6002 AGTGAGGGTCAGAATA          C1QA -0.3505693253     0
## 6003 GATCTAGCAGCCACCA          C1QA  1.1304964540     1
## 6004 ACGAGGACAAGACGTG          C1QA -0.2758097589     0
## 6005 CATATGGCAAGCCGCT          C1QA -0.2531401742     0
## 6006 TTATGCTCAGACGCTC          C1QA -0.5442680673     0
## 6007 AGTGTCAAGTCGCCGT          C1QA -0.4231633011     0
## 6008 AAGGCAGGTCTGCCAG          C1QA  2.0412618330     2
## 6009 TCAGGATAGCCCGAAA          C1QA  1.3296640073     2
## 6010 CCACTACCACTAGTAC          C1QA -0.4968307747     1
## 6011 AGCAGCCTCGCCAAAT          C1QA -0.3739341924     0
## 6012 CTGCCTATCCATGCTC          C1QA -0.3199718275     0
## 6013 GCTGCAGCATAGTAAG          C1QA -0.4590382881     0
## 6014 GCGCAGTTCAGTTCGA          C1QA -0.3305415891     1
## 6015 GGGCATCGTAGCGCTC          C1QA -0.3761167886     2
## 6016 CTAATGGGTTACGTCA          C1QA -0.4933381764     0
## 6017 ATTCTACGTTATCGGT          C1QA -0.6041131184     0
## 6018 GAAATGATCAGCTGGC          C1QA -0.3705966424     0
## 6019 TGCTACCTCGTCCAGG          C1QA -0.3684414691     0
## 6020 ACATGGTCACTTACGA          C1QA -0.5012967001     0
## 6021 ACTTTCAAGCGTTGCC          C1QA -0.4524882337     0
## 6022 CCTACACGTAAACCTC          C1QA -0.4244266047     0
## 6023 ATTGGTGAGATCCCAT          C1QA -0.2680803581     0
## 6024 CCGGGATCACAGACAG          C1QA -0.3925860325     1
## 6025 CAGTAACTCTCTTGAT          C1QA -0.4716197156     0
## 6026 ATCTACTCAATAGCGG          C1QA -0.4597915218     0
## 6027 ACCCACTGTTAAGAAC          C1QA  1.2067573322     1
## 6028 ACATACGTCTGCTTGC          C1QA  1.3611786583     0
## 6029 CGTCTACGTTGAACTC          C1QA -0.2272972852     0
## 6030 ATTATCCCAGCAGTTT          C1QA -0.3157782053     0
## 6031 GAAACTCTCGTTACGA          C1QA -0.3482257726     0
## 6032 GATGAAACATCATCCC          C1QA  2.0213269620     2
## 6033 CACAGTATCTGTCCGT          C1QA -0.2077815174     0
## 6034 TGAAAGAAGGAGCGAG          C1QA -0.3844909495     0
## 6035 CCGGTAGAGACCGGAT          C1QA -0.4412776645     2
## 6036 TGCGGGTTCTAACCGA          C1QA -0.2866386632     1
## 6037 GGCGACTTCGCGCCAA          C1QA -0.3360555781     0
## 6038 GGGATGAAGTCGCCGT          C1QA -0.4152998083     0
## 6039 GATTCAGGTACAGACG          C1QA -0.4019194042     0
## 6040 TAGACCACAAGAAGAG          C1QA -0.3591762238     0
## 6041 AATCCAGGTCAGAGGT          C1QA -0.4360578664     1
## 6042 TGAGCCGCAATGGACG          C1QA -0.2414891064     0
## 6043 CACATAGGTACTCTCC          C1QA  1.4414285022     0
## 6044 CATGGCGAGCAATATG          C1QA  1.3055962996     1
## 6045 CAGTAACGTTATTCTC          C1QA -0.3094638233     1
## 6046 GCGAGAAGTTCCGTCT          C1QA -0.3874979360     0
## 6047 TTTACTGGTCCCTTGT          C1QA -0.3168599837     1
## 6048 ATCATGGCACGAAATA          C1QA  1.3483433322     0
## 6049 CGCCAAGAGGCAGTCA          C1QA -0.4916492554     0
## 6050 CGTCCATGTCCAGTAT          C1QA -0.3813692193     0
## 6051 TGGCGCATCCATTCTA          C1QA -0.2953753104     0
## 6052 CCCATACGTAGCTTGT          C1QA -0.2906150808     0
## 6053 GCATGCGGTGCTGTAT          C1QA  1.2796993584     0
## 6054 TTCTTAGCATGCTAGT          C1QA -0.2655442709     0
## 6055 TGCGCAGAGTGGACGT          C1QA -0.5482029376     1
## 6056 ATTATCCGTTGCTCCT          C1QA -0.4131264316     0
## 6057 AGAATAGAGACTAGGC          C1QA  2.5000000000     2
## 6058 CCTACACAGCTGCAAG          C1QA  1.9226396834     1
## 6059 GACAGAGAGTGCTGCC          C1QA -0.4150270297     2
## 6060 GTTCGGGTCCCAAGAT          C1QA -0.2224960089     2
## 6061 AGTAGTCGTAAGCACG          C1QA -0.3317055469     2
## 6062 CTCACACGTACCTACA          C1QA -0.5336647396     0
## 6063 GCAGTTAAGTGGGTTG          C1QA -0.1611218158     0
## 6064 GTCAAGTCAGCTCGAC          C1QA  1.4486382694     2
## 6065 GCTGCGATCCCTAACC          C1QA -0.5745728828     1
## 6066 GATCGTATCCCTAACC          C1QA -0.4068529550     0
## 6067 TGAGAGGTCCGTAGTA          C1QA -0.4804307137     0
## 6068 CTCGTCAGTGCACTTA          C1QA -0.3379321996     0
## 6069 AGCATACAGCAAATCA          C1QA -0.4118961856     0
## 6070 TCGGGACGTGTCAATC          C1QA  1.2266323495     0
## 6071 ATGCGATGTAAACACA          C1QA -0.3352964694     0
## 6072 CATGACACACAACGTT          C1QA -0.1261879406     0
## 6073 GCTTGAAGTGCTAGCC          C1QA  1.5977183295     0
## 6074 TTTGGTTTCTCTTATG          C1QA -0.3713236788     0
## 6075 ACACCCTGTGAAATCA          C1QA -0.1498390813     2
## 6076 ATCATGGTCCCTCAGT          C1QA -0.3032030165     0
## 6077 CCTCTGACAATCAGAA          C1QA -0.4725552277     0
## 6078 ACATACGAGACACTAA          C1QA  2.5000000000     2
## 6079 TCACAAGTCCGTAGGC          C1QA -0.5484976510     1
## 6080 GCAGTTAGTCCAGTGC          C1QA -0.4029661783     1
## 6081 AGTGAGGGTTACAGAA          C1QA -0.3978989809     2
## 6082 CACACAAGTAATCACC          C1QA -0.4520372113     0
## 6083 GATCGCGAGGCTAGAC          C1QA -0.2612752753     0
## 6084 CTCGTACTCCTTTCGG          C1QA -0.1829608643     0
## 6085 ATCCACCTCGGCGGTT          C1QA  1.4678899632     2
## 6086 GAAGCAGAGCTAGTTC          C1QA -0.4674099888     1
## 6087 CAGTCCTAGTGTCTCA          C1QA -0.2793005751     2
## 6088 CGCTTCACAATGGATA          C1QA -0.2752513308     0
## 6089 TCCCGATTCATATCGG          C1QA -0.3838571348     0
## 6090 TGTGGTACATATACCG          C1QA  1.4263071638     0
## 6091 TACCTTACACTACAGT          C1QA -0.4885054195     1
## 6092 GTAGGCCGTCCGTCAG          C1QA -0.3944920848     0
## 6093 CAGAATCCAATCAGAA          C1QA -0.3355327108     0
## 6094 GGATTACTCTGTGCAA          C1QA  1.9946459214     2
## 6095 GTCGTAAGTTTGTTTC          C1QA  2.5000000000     2
## 6096 GATCGTAAGCCAGTAG          C1QA -0.4125852599     0
## 6097 GACTACAGTTAAAGAC          C1QA -0.4676551491     0
## 6098 CATGACACAACACCTA          C1QA -0.5203082400     2
## 6099 CACCAGGTCACGCGGT          C1QA -0.2881711533     0
## 6100 GTCTTCGTCTGAGTGT          C1QA -0.2012626363     2
## 6101 CCTTCGAAGTGGGATC          C1QA -0.4759585129     0
## 6102 GTGCGGTGTCCTGCTT          C1QA -0.4203108919     0
## 6103 GTCACAACATGCCTTC          C1QA -0.4600430168     1
## 6104 CAGAGAGTCAGTCAGT          C1QA -0.4429635384     0
## 6105 GTGCGGTGTACTCTCC          C1QA -0.3678618334     0
## 6106 CAGCTAATCAAGATCC          C1QA -0.4635165759     1
## 6107 CAAGATCGTTGGGACA          C1QA -0.4916492554     0
## 6108 TTTATGCCATCACAAC          C1QA -0.4118851351     2
## 6109 CGGTTAATCCCAAGTA          C1QA -0.4713509491     1
## 6110 TAGCCGGTCCGTAGTA          C1QA  2.5000000000     1
## 6111 ACGAGCCGTGTTTGTG          C1QA -0.2593677405     2
## 6112 AGCATACCAAACCCAT          C1QA -0.2976676750     0
## 6113 GAAATGATCAACACTG          C1QA -0.4278203431     0
## 6114 TATCTCACATAACCTG          C1QA -0.3216324356     2
## 6115 CCGTACTCACTTCTGC          C1QA -0.3877982120     1
## 6116 CTAGAGTTCAGAGGTG          C1QA -0.3339733215     0
## 6117 CTGATAGCATACAGCT          C1QA -0.3840595165     0
## 6118 TCGAGGCCACGGTAGA          C1QA -0.3213982144     1
## 6119 GATCAGTTCACTTATC          C1QA -0.2762849212     0
## 6120 GTTTCTAAGCCCTAAT          C1QA -0.3244789047     0
## 6121 CAGCTGGAGGAATTAC          C1QA -0.5552298812     1
## 6122 AGAGTGGTCGATCCCT          C1QA -0.5475430307     0
## 6123 CATGGCGCAACTGCTA          C1QA  1.3610904894     0
## 6124 CTGGTCTGTATATGGA          C1QA -0.5086050935     1
## 6125 CGTCACTCACAGGAGT          C1QA -0.3671971070     0
## 6126 AACTGGTTCAACCAAC          C1QA -0.5085547321     1
## 6127 CCATTCGCAGGGAGAG          C1QA -0.2948296369     0
## 6128 CATCAGATCTTCAACT          C1QA -0.3978623246     0
## 6129 GAATGAATCAGGCAAG          C1QA -0.2730369234     0
## 6130 TGTCCCATCGAATGCT          C1QA -0.5078981982     0
## 6131 AGTGGGACAGCCAATT          C1QA -0.4765276243     0
## 6132 AGAGCTTTCACATGCA          C1QA -0.3653989880     0
## 6133 TGCGGGTTCTGCAGTA          C1QA -0.4850187662     0
## 6134 GTCGTAAGTCGGCACT          C1QA -0.0449846693     0
## 6135 CTCGAGGTCGGAGCAA          C1QA -0.3814957490     0
## 6136 CTACACCAGATGAGAG          C1QA -0.4407726807     1
## 6137 ACGGCCATCTTACCTA          C1QA -0.4047339282     0
## 6138 CCCAGTTCACACCGAC          C1QA -0.5499764232     1
## 6139 TCGGGACTCGGATGGA          C1QA -0.3850559219     1
## 6140 CATCGGGTCCCGACTT          C1QA -0.4228932486     0
## 6141 CTTAACTGTAAGGATT          C1QA  2.5000000000     2
## 6142 AACCATGAGCGTAATA          C1QA  1.3246847451     2
## 6143 TCAGATGGTCTTCTCG          C1QA -0.4064147786     0
## 6144 CTCACACTCCCAACGG          C1QA -0.4586606114     0
## 6145 CCATGTCAGGATGGAA          C1QA -0.2785221050     0
## 6146 GGGTCTGGTACTTGAC          C1QA -0.4381327205     0
## 6147 GGAACTTCACAGTCGC          C1QA -0.4558098622     0
## 6148 GACCTGGCACATCCAA          C1QA -0.2988581802     2
## 6149 CAGTCCTCAAGACACG          C1QA -0.4263469192     1
## 6150 AGATCTGCATATGGTC          C1QA -0.2743674649     0
## 6151 CATCAGAGTATTCTCT          C1QA -0.5006341167     0
## 6152 TGCACCTTCGATAGAA          C1QA -0.3954188106     0
## 6153 CCTACACTCCCAAGTA          C1QA -0.4075680532     0
## 6154 ACTTTCATCGTAGATC          C1QA -0.3416524706     1
## 6155 TTGCGTCCACCATGTA          C1QA -0.4693002587     0
## 6156 AAATGCCAGGTGCTAG          C1QA  1.4551475986     0
## 6157 ATGCGATGTCCATCCT          C1QA -0.4327170443     1
## 6158 CCAGCGAAGCCACTAT          C1QA -0.4223922780     0
## 6159 TACTTGTAGTGTACTC          C1QA  2.5000000000     2
## 6160 AGGGATGTCTCGCTTG          C1QA -0.4317985659     1
## 6161 TGTCCCAGTATTAGCC          C1QA -0.5465587232     0
## 6162 TGCTACCTCGCACTCT          C1QA -0.6153564341     1
## 6163 GTAACGTCAGTATAAG          C1QA -0.5413183327     1
## 6164 GCGCAACGTTCGTTGA          C1QA -0.5262324697     1
## 6165 GCGAGAACATGAGCGA          C1QA -0.4641941062     1
## 6166 TGCCCTAGTGCACCAC          C1QA -0.4452862826     1
## 6167 CTAGAGTGTAAACACA          C1QA -0.2882601138     0
## 6168 AGTAGTCCACCGGAAA          C1QA -0.3546457474     0
## 6169 CATATTCTCAGCGATT          C1QA -0.6303331326     2
## 6170 GAATGAAGTAACGACG          C1QA -0.2609505591     0
## 6171 GATCAGTAGTACTTGC          C1QA -0.3901523363     0
## 6172 CAAGAAACAGGATTGG          C1QA -0.3900827689     1
## 6173 CCTATTATCAACACTG          C1QA -0.4048580841     0
## 6174 CAGCAGCTCTGCGGCA          C1QA -0.3358153201     0
## 6175 ATAAGAGAGCTGCGAA          C1QA -0.4872919853     1
## 6176 AGATCTGCACCTATCC          C1QA -0.5133200685     0
## 6177 GACACGCGTAGAGCTG          C1QA -0.4052873244     0
## 6178 TACACGAAGCTAGGCA          C1QA -0.4657113134     0
## 6179 AACACGTTCCGAAGAG          C1QA -0.3881185593     0
## 6180 TTAACTCGTGTAATGA          C1QA -0.4481353781     1
## 6181 TGGCGCAGTTCAGACT          C1QA -0.2969509476     2
## 6182 CATCAGAGTCTAGTCA          C1QA  1.2542612528     1
## 6183 CTAGAGTAGCATGGCA          C1QA -0.6430427393     2
## 6184 TACGGTAAGCGTGAAC          C1QA -0.2349116570     2
## 6185 TGACTTTTCGGATGTT          C1QA -0.5162209124     1
## 6186 CTCACACTCCTACAGA          C1QA  1.4000289773     1
## 6187 CCGTACTCACTGAAGG          C1QA -0.2347121636     0
## 6188 ATAACGCGTGGAAAGA          C1QA -0.4261495408     0
## 6189 GCTTGAAAGCTAGGCA          C1QA -0.3394805691     1
## 6190 AAGTCTGGTGTTGGGA          C1QA -0.4980251155     2
## 6191 CGATCGGGTACAGCAG          C1QA -0.4424927369     1
## 6192 AGTAGTCTCGATGAGG          C1QA -0.3493296858     2
## 6193 CGACCTTCAGACGCTC          C1QA -0.5020169100     1
## 6194 GCATACACATGCAACT          C1QA -0.3957379278     0
## 6195 TCCCGATTCGCAGGCT          C1QA  2.5000000000     2
## 6196 TTAGGCAAGATCGATA          C1QA -0.5677744295     1
## 6197 TCGTACCAGGCAAAGA          C1QA -0.4683803536     0
## 6198 GGATGTTGTATAGGGC          C1QA -0.5670655844     2
## 6199 AATCCAGCAGAGTGTG          C1QA -0.3317226815     0
## 6200 CATGCCTCACGGCCAT          C1QA -0.3998258566     1
## 6201 CTCGAAACACATGACT          C1QA -0.5662050187     2
## 6202 CTGCCTAGTTGCGTTA          C1QA -0.4667683971     0
## 6203 GGCGACTAGACAGAGA          C1QA -0.3186622066     1
## 6204 TACAGTGGTGTAATGA          C1QA -0.4448826352     1
## 6205 ACGAGCCTCTTATCTG          C1QA -0.2233812171     2
## 6206 GGGAATGCAAATACAG          C1QA -0.4124052561     1
## 6207 TGCACCTGTACCGAGA          C1QA -0.5500932994     0
## 6208 ATCATCTTCAGTCAGT          C1QA -0.4747930832     0
## 6209 CATATTCGTACAGTTC          C1QA -0.5661562328     0
## 6210 GCATGATGTTCCACTC          C1QA -0.5162355128     0
## 6211 AAGGCAGTCACGACTA          C1QA -0.2715711084     0
## 6212 GAAACTCTCTATCCCG          C1QA -0.3864723925     0
## 6213 AGCATACTCTGCTGTC          C1QA -0.4135959573     1
## 6214 TGGGCGTCAGCGTTCG          C1QA -0.2306122474     1
## 6215 TCGTAGAGTTCGTCTC          C1QA -0.2867070254     0
## 6216 GACAGAGGTACCGCTG          C1QA -0.5214363772     1
## 6217 TCTCATACACATAACC          C1QA -0.6017546721     0
## 6218 TGGGCGTCATTGAGCT          C1QA -0.1945134926     0
## 6219 CATGACACATGTCTCC          C1QA -0.4766757261     0
## 6220 GAATAAGGTGCACGAA          C1QA  1.2263070716     1
## 6221 TGCGCAGCAAGCGAGT          C1QA -0.7100114888     0
## 6222 CTTCTCTCAGCCAGAA          C1QA -0.3586757799     0
## 6223 AAGCCGCAGTGGCACA          C1QA -0.5331723466     0
## 6224 CTCTACGAGTGGACGT          C1QA -0.3428744037     2
## 6225 GTCATTTTCTATCCCG          C1QA -0.4491045022     2
## 6226 CGAGCACAGCCACTAT          C1QA -0.4113994804     1
## 6227 AGTAGTCGTAACGACG          C1QA  2.5000000000     0
## 6228 GACGTGCAGAGGGATA          C1QA -0.2200661107     0
## 6229 GTCTTCGTCCAACCAA          C1QA  2.5000000000     2
## 6230 CAAGGCCTCGCCCTTA          C1QA -0.3789719358     0
## 6231 TGTGGTACATGGTTGT          C1QA  2.3478110361     2
## 6232 CCTCAGTTCGAATGCT          C1QA -0.6583688726     1
## 6233 ACCGTAATCTGAGGGA          C1QA -0.4780927550     1
## 6234 GTTAAGCCAGTTCATG          C1QA -0.5190394501     0
## 6235 CTGCCTATCAATCTCT          C1QA -0.4867639744     0
## 6236 GACGGCTTCTCCAACC          C1QA -0.5308739267     0
## 6237 TTTCCTCCAGTTCCCT          C1QA -0.4877471276     0
## 6238 GCGCCAAAGCCCTAAT          C1QA -0.2991150030     0
## 6239 CCACCTATCCCGACTT          C1QA -0.4100965730     1
## 6240 TTTATGCCAGGGCATA          C1QA -0.3744066115     1
## 6241 TACAGTGTCGCGGATC          C1QA -0.3884177742     0
## 6242 AGCTCTCCACCACGTG          C1QA -0.2491077197     0
## 6243 GTGGGTCCATTGAGCT          C1QA  1.4800396753     1
## 6244 GGGATGACAGACTCGC          C1QA -0.3196019800     0
## 6245 ACACCAAGTTCGGGCT          C1QA -0.3068046034     1
## 6246 TGATTTCAGCTATGCT          C1QA -0.4979412676     1
## 6247 TGGCCAGAGAGGGCTT          C1QA -0.4694670685     2
## 6248 TCGGTAAGTAAAGTCA          C1QA -0.4488033018     2
## 6249 TGAAAGAGTCCCTTGT          C1QA -0.5836591559     1
## 6250 CCGTGGATCGTTTATC          C1QA -0.6127262205     1
## 6251 GAACCTATCCTCAACC          C1QA -0.4001542684     0
## 6252 GCGCAGTCATCCAACA          C1QA -0.4288029970     1
## 6253 ACATGGTTCGCGCCAA          C1QA -0.5441868057     1
## 6254 CTTGGCTGTACGCACC          C1QA -0.2487857470     0
## 6255 AGATTGCAGGCCCGTT          C1QA -0.3928997741     0
## 6256 AGGCCGTGTTACGGAG          C1QA -0.1570622038     1
## 6257 GGTGTTAGTTAAGATG          C1QA -0.6252600953     0
## 6258 GGAATAATCCTGTAGA          C1QA -0.5843066794     1
## 6259 TATTACCGTATTAGCC          C1QA -0.4240848328     1
## 6260 ATAACGCGTTAGTGGG          C1QA -0.4184061433     0
## 6261 AAACGGGGTTATCCGA          C1QA -0.4366272280     1
## 6262 TGTGGTATCGTTTAGG          C1QA -0.6158626332     1
## 6263 ATCACGAGTATGAATG          C1QA -0.2790666106     0
## 6264 CAGCAGCTCACCTCGT          C1QA -0.5586386260     0
## 6265 CCAATCCGTATTACCG          C1QA -0.5210692276     1
## 6266 TTCTACATCACATAGC          C1QA  2.2403277992     2
## 6267 TGTCCCATCGTATCAG          C1QA -0.2627103818     2
## 6268 AGCTCTCAGTGTTTGC          C1QA -0.2101239986     0
## 6269 CAACCTCAGTAACCCT          C1QA  2.5000000000     2
## 6270 GTGGGTCAGGTAAACT          C1QA -0.2381246763     0
## 6271 TAAGTGCCACGTCAGC          C1QA -0.2391821027     1
## 6272 GACCTGGCAGCCACCA          C1QA -0.3668965329     0
## 6273 ACAGCCGCAGGATCGA          C1QA -0.4427814580     0
## 6274 AACTCCCCAGCTCGCA          C1QA -0.3005798780     0
## 6275 GGAAAGCGTCTCTCGT          C1QA -0.4258757814     0
## 6276 CGCTTCAAGCAGGTCA          C1QA -0.5142882059     1
## 6277 GATCGCGAGAAGGGTA          C1QA -0.4770592080     1
## 6278 AAGCCGCCAGGATTGG          C1QA -0.4286272878     1
## 6279 ATTGGACGTCGTGGCT          C1QA -0.3635635452     0
## 6280 CCCATACCACTAAGTC          C1QA -0.5786062548     2
## 6281 TCTCTAATCCCATTTA          C1QA -0.6566373104     1
## 6282 TCGTAGAGTGGTACAG          C1QA -0.4262638224     1
## 6283 AAACGGGAGAGACGAA          C1QA -0.5813732672     0
## 6284 GACTACATCACCACCT          C1QA  2.5000000000     2
## 6285 GAAACTCAGTTGAGTA          C1QA -0.5032611659     0
## 6286 CCCTCCTTCCTCCTAG          C1QA -0.5524952518     1
## 6287 GCGACCATCACGGTTA          C1QA -0.1516720555     2
## 6288 TCTCTAAAGAGTCGGT          C1QA -0.3981091475     1
## 6289 GGCTCGATCTCACATT          C1QA -0.1727523223     0
## 6290 CTGATAGAGGCAGGTT          C1QA -0.2376155903     1
## 6291 CATGCCTAGGAGTTTA          C1QA -0.2786782948     1
## 6292 TGGCTGGTCAGCCTAA          C1QA -0.4509592386     0
## 6293 TCAGATGTCGTTACAG          C1QA -0.5154940024     0
## 6294 CAGCTGGGTTATGTGC          C1QA -0.3697695948     0
## 6295 GGAACTTAGTCGTACT          C1QA -0.5039041797     0
## 6296 CCGGGATCACCGGAAA          C1QA -0.5667505693     1
## 6297 CCTTCGATCAAAGACA          C1QA -0.4207430158     0
## 6298 CGAGAAGGTATCGCAT          C1QA -0.5175268792     0
## 6299 CCTAAAGAGACTGGGT          C1QA -0.2269340896     0
## 6300 CAGATCACATTGGCGC          C1QA -0.4418091088     1
## 6301 CTAGCCTAGCTGGAAC          C1QA -0.1312235616     1
## 6302 ATTGGTGTCTCGTATT          C1QA  2.5000000000     2
## 6303 GGGAATGTCAAAGTAG          C1QA -0.4053839053     1
## 6304 CCATGTCCACGGCCAT          C1QA -0.4536445991     0
## 6305 GGCAATTCATATGGTC          C1QA -0.2564503656     0
## 6306 CTGTGCTCATGTCCTC          C1QA -0.3807850889     0
## 6307 TTAACTCCAACGCACC          C1QA -0.4938494318     0
## 6308 CGAACATAGCGGCTTC          C1QA  1.5196115932     0
## 6309 TCGCGTTAGGCACATG          C1QA -0.6119089675     1
## 6310 GGGTTGCCAAACTGCT          C1QA  1.3623860064     0
## 6311 ATAAGAGCAGGTGCCT          C1QA -0.4168429370     1
## 6312 CGGACACGTATTCGTG          C1QA -0.6320735444     2
## 6313 CTGATAGTCACGACTA          C1QA -0.2467430786     0
## 6314 GAACATCGTGAGTATA          C1QA  1.3244697045     2
## 6315 TGCTACCAGTGGTCCC          C1QA -0.4040031870     0
## 6316 GCTGGGTAGTCTTGCA          C1QA -0.5569294501     0
## 6317 TACGGATGTCTAACGT          C1QA -0.6630372385     2
## 6318 TGGGCGTCAATGGATA          C1QA  1.1663510492     1
## 6319 CTGCTGTCATTTGCTT          C1QA -0.4208704606     2
## 6320 GGGCATCAGCAGCCTC          C1QA -0.1512677632     1
## 6321 CGTGAGCAGACTAGAT          C1QA -0.3310169155     0
## 6322 CAGCGACCACACCGAC          C1QA  2.5000000000     2
## 6323 CCCAATCCAGTTAACC          C1QA  1.3266588982     2
## 6324 CAGCGACTCAGCGACC          C1QA -0.5636848455     0
## 6325 GAGCAGAAGCTATGCT          C1QA  2.5000000000     2
## 6326 CTCTGGTTCACTTCAT          C1QA -0.3258941832     0
## 6327 CGCGTTTCAGCTGTGC          C1QA -0.4825903140     1
## 6328 GGACGTCCACCTCGGA          C1QA -0.3603762320     0
## 6329 TAGTTGGAGAGTTGGC          C1QA -0.4558853587     0
## 6330 ATTGGTGTCGGAATCT          C1QA -0.4243847232     0
## 6331 GAATGAACACGGCCAT          C1QA  2.5000000000     2
## 6332 GTGCATACAAGGTGTG          C1QA -0.2709615999     0
## 6333 GGAATAAGTCGGCACT          C1QA -0.7020849783     0
## 6334 ACCCACTTCCAAAGTC          C1QA -0.3476922588     0
## 6335 ACTATCTCAATTCCTT          C1QA  1.4146277477     1
## 6336 AGCATACAGTGGGATC          C1QA -0.4955407529     0
## 6337 CTGAAGTGTTTCGCTC          C1QA -0.2057088581     1
## 6338 TTCTCAATCAACACAC          C1QA -0.3099749522     0
## 6339 CGGAGCTAGAGACGAA          C1QA -0.5038403044     0
## 6340 CTGGTCTAGTTTGCGT          C1QA -0.1430544735     0
## 6341 AACGTTGAGAGTCGGT          C1QA -0.3992607716     2
## 6342 AGGGATGTCTCCAACC          C1QA  1.5209785195     1
## 6343 AACCATGAGGTGACCA          C1QA -0.3794123573     0
## 6344 ATCTACTTCACATACG          C1QA -0.5021741738     0
## 6345 CCTAAAGAGTCTCAAC          C1QA -0.3307109308     0
## 6346 ACACCCTAGAGTTGGC          C1QA  2.5000000000     2
## 6347 CCGTTCACAGCTGTTA          C1QA -0.3178753405     0
## 6348 ATCTACTCAGCAGTTT          C1QA -0.3087800926     0
## 6349 AGAGCGAGTCCGTTAA          C1QA -0.4573230037     0
## 6350 TCATTACTCCAGAGGA          C1QA  2.0436144570     0
## 6351 GTCTCGTCATTAGGCT          C1QA -0.3528186277     0
## 6352 TGGGCGTAGGCAGTCA          C1QA -0.1935704374     0
## 6353 GTGAAGGCAGACAAAT          C1QA  1.3386653099     2
## 6354 GGAAAGCTCACTTATC          C1QA -0.5545368904     1
## 6355 CTACATTGTACCCAAT          C1QA -0.1847511166     0
## 6356 TTAGGCAGTCAAACTC          C1QA -0.7603691491     0
## 6357 TACCTATGTAACGTTC          C1QA -0.5010895211     2
## 6358 TGAGCCGGTATTCGTG          C1QA -0.5122784561     1
## 6359 GGGATGATCCAGAGGA          C1QA -0.5114649647     0
## 6360 TTTCCTCCATCGATTG          C1QA  2.5000000000     1
## 6361 AGGGAGTTCCTATTCA          C1QA -0.4582904805     0
## 6362 GGTATTGAGAGCCTAG          C1QA -0.5998047396     1
## 6363 AACTCTTCACGGCTAC          C1QA -0.3357221604     0
## 6364 GACTACATCGTTTAGG          C1QA  1.4382483558     0
## 6365 GGGCACTAGTGAAGTT          C1QA -0.5408260030     0
## 6366 TTTATGCCAAAGCAAT          C1QA -0.2954842879     0
## 6367 CTAGAGTGTGCAACTT          C1QA -0.3497295423     2
## 6368 ACCCACTCAGCGAACA          C1QA -0.4662758021     0
## 6369 TACGGTACACATCTTT          C1QA -0.6433576901     0
## 6370 GCGCGATTCCGAGCCA          C1QA -0.3635681105     2
## 6371 CCACGGAAGTTTAGGA          C1QA -0.3352294358     2
## 6372 CGTCTACGTCACTGGC          C1QA -0.4599205951     1
## 6373 CTGGTCTTCACGGTTA          C1QA  1.4311154254     0
## 6374 GTCAAGTGTTCATGGT          C1QA -0.4539426305     0
## 6375 TACCTATTCTCTGAGA          C1QA -0.5154434482     0
## 6376 CACAAACAGGGAGTAA          C1QA -0.3879653741     0
## 6377 CGAATGTCAAGCCCAC          C1QA  1.3780649030     2
## 6378 AAACCTGGTAGCCTAT          C1QA -0.4890693326     1
## 6379 CTACCCAGTATTAGCC          C1QA -0.2820612363     0
## 6380 AGGCCACTCATTCACT          C1QA -0.5585391596     1
## 6381 GTTCGGGGTACAGTGG          C1QA -0.5065758797     0
## 6382 ACGAGGACAACTTGAC          C1QA -0.3960057248     1
## 6383 TAGCCGGGTATATGGA          C1QA  2.5000000000     2
## 6384 GGATTACGTCTCTCTG          C1QA -0.4869101635     2
## 6385 GGCCGATCATCGATGT          C1QA -0.4978614065     1
## 6386 ACATGGTTCGTTGCCT          C1QA -0.3816813448     0
## 6387 GGGCATCTCTCCAACC          C1QA -0.5031393886     0
## 6388 AACTCAGTCTTGTATC          C1QA -0.5196843779     0
## 6389 GGGTCTGTCCTAGAAC          C1QA -0.5651385751     0
## 6390 ATTATCCGTGTGCCTG          C1QA -0.4390340874     1
## 6391 CCCAATCAGGCTAGCA          C1QA -0.3932141962     1
## 6392 CAGCAGCTCAGATAAG          C1QA -0.6096364501     0
## 6393 CTTAACTCACCGAAAG          C1QA -0.4197564577     0
## 6394 TGGGCGTAGTTGAGAT          C1QA -0.5682693631     0
## 6395 AAGCCGCAGGGTATCG          C1QA -0.4126578245     1
## 6396 TGCGGGTGTTTACTCT          C1QA -0.4917890214     0
## 6397 TCACGAATCCCTCTTT          C1QA -0.2561058639     2
## 6398 TCAGATGCATTCACTT          C1QA -0.3711829111     0
## 6399 GCGACCAAGATGCCTT          C1QA -0.5390787193     2
## 6400 CGTTAGACACAACGTT          C1QA  2.5000000000     1
## 6401 GACACGCGTACAAGTA          C1QA -0.5229426585     1
## 6402 CACACCTGTCGCGAAA          C1QA -0.4221037222     2
## 6403 CTTGGCTCAGCCTATA          C1QA -0.3529800070     0
## 6404 CGAGCACTCTGCTGCT          C1QA  1.4195006277     2
## 6405 ACTATCTCATGCAACT          C1QA  2.5000000000     2
## 6406 GATGAGGTCCGCATAA          C1QA  1.4673239882     0
## 6407 AAGGCAGCATGCGCAC          C1QA  1.4587376266     0
## 6408 TACTTGTTCTCGTATT          C1QA  1.5965155021     2
## 6409 ATTCTACCAGGCTGAA          C1QA  2.1571432277     2
## 6410 CGGTTAAAGTTACCCA          C1QA -0.4820902436     1
## 6411 AGCGTCGAGATGTCGG          C1QA -0.2618528036     2
## 6412 CGACTTCCACGAAACG          C1QA -0.3684236359     0
## 6413 AGTGTCAAGTGAAGAG          C1QA -0.4856720405     0
## 6414 AAGGCAGCAAGTTCTG          C1QA -0.3587724878     1
## 6415 TCGCGTTTCTCGCATC          C1QA -0.3409233768     0
## 6416 TTAGGACGTGAGTGAC          C1QA  2.5000000000     2
## 6417 ACAGCTACATCATCCC          C1QA -0.5385137339     0
## 6418 GACTGCGCAAAGAATC          C1QA -0.5019504041     0
## 6419 ACATACGGTTTGACTG          C1QA -0.5069008557     1
## 6420 ATCCGAATCTTGCATT          C1QA -0.4189706646     2
## 6421 CGTCTACCACATTCGA          C1QA -0.3944370829     0
## 6422 ATAAGAGGTCAAGCGA          C1QA -0.4693936953     1
## 6423 ACGGGTCCAATCACAC          C1QA -0.6857222171     0
## 6424 TAAGCGTCAATTGCTG          C1QA -0.4078928825     0
## 6425 ACACCAAAGAGCCTAG          C1QA -0.3388244474     0
## 6426 TATGCCCCATCACGTA          C1QA  2.2314846066     1
## 6427 CATGGCGCATAACCTG          C1QA -0.2275474708     0
## 6428 TACGGTAAGTTTCCTT          C1QA  2.1311487018     2
## 6429 GGAGCAAGTAATCACC          C1QA -0.3937869427     0
## 6430 GGGCATCCACATCCGG          C1QA -0.6316631454     0
## 6431 AGTGAGGGTTGCTCCT          C1QA  1.2779099286     2
## 6432 GAAATGAAGTGGGCTA          C1QA  2.5000000000     2
## 6433 GATCGTACAATAGCAA          C1QA -0.4039454716     0
## 6434 GTAGTCAGTTTAGCTG          C1QA -0.2834302482     1
## 6435 TCACAAGGTGACGCCT          C1QA  2.5000000000     2

Biomarkers Ridgeplot

RidgePlot(pbmc, features.plot = top1$gene,  nCol = nCols, do.sort = F)
## Picking joint bandwidth of 0.291
## Picking joint bandwidth of 0.13
## Picking joint bandwidth of 0.0842

Biomarkers Split Dot Plot

Visualize biomarker expression for each cluster, by disease

top2 <- pbmc.markers %>% group_by(cluster) %>% top_n(2, avg_logFC)

sdp <- SplitDotPlotGG(pbmc, genes.plot = top2$gene, cols.use = c("blue","red"), 
                      x.lab.rot = T, plot.legend = T, dot.scale = 8, do.return = T, grouping.var = "dx")

Map Clusters to Known Biomarkers

  • Known Monocytes Biomarkers
  • Classical: CD14++ / CD16–
  • Intermediate: CD14++ / CD16+
  • Nonclassical: CD14+ / CD16++ (not captured in this data)

The following plots show the absolute expression of each biomarker, as opposed to avg_logFC which is dependent on the expression patterns of other cell types being compared.

Markers Dataframe

markerList <- c("CD14", "FCGR3A") 
 
get_markerDF <- function(pbmc, markerList, meta_vars =c("barcode", "dx", "mut","post_clustering", "percent.mito","nGene", "nUMI")){
  exp <- pbmc@scale.data %>% data.frame() 
  marker.matrix <- exp[row.names(exp) %in% markerList, ] 
  marker.matrix$Gene <- row.names(marker.matrix)
  markerMelt <- reshape2:::melt.data.frame(marker.matrix, id.vars = "Gene", variable.name = "Cell",value.name = "Expression") 
  metaSelect <-  pbmc@meta.data[,meta_vars] 
  markerDF <- merge(markerMelt,metaSelect, by.x="Cell", by.y="barcode") 
  return(markerDF)
}
markerDF <- get_markerDF(pbmc, markerList)
createDT(markerDF, caption = "Known Marker Expression")

Marker ANOVAs + Boxplots

# Explore expression differences between groups
marker_vs_metadata <- function(markerDF, meta_var){ 
  # Create title from ANOVA summary
  ANOVAtitle <- function(markerDF, marker){
      nTests <- length(unique(markerDF$Gene))
      res <- anova(lm(data = subset(markerDF, Gene==marker), 
                      formula = Expression ~ eval(parse(text=meta_var))))
      
      title <-paste(paste("ANOVA (",marker, " vs. ",meta_var, ")", sep=""), 
                    ": p=",round(res$`Pr(>F)`,3), 
                    ", F=",round(res$`F value`,3), 
        ifelse(res$`Pr(>F)`<.05/nTests,"(Significant**)",
               "(Non-significant)") ) 
  }
  
  title = ""
  for (marker in unique(markerDF$Gene) ){
    print(marker)
    title <- paste(title, "\n", ANOVAtitle(markerDF, marker))
  } 
  
  ggplot(markerDF, aes(x=eval(parse(text=meta_var)), y=Expression, fill= Gene)) + 
    geom_boxplot() +  
    labs(title = title, x=meta_var) +
    theme(plot.title = element_text( size=10)) +
    scale_fill_manual(values=c("brown", "slategray"))
}

ANOVA: dx

marker_vs_metadata(markerDF, "dx")
## [1] "CD14"
## [1] "FCGR3A"

ANOVA: mut

marker_vs_metadata(markerDF, "mut") 
## [1] "CD14"
## [1] "FCGR3A"

Defining Cell-types

Identify Cell Types By DEGs

  • Classification Approach 1
  • Go through each cluster and see what biomarkers they have through DGE.
  • If a cluster has a known gene marker within their top N biomarkers (with the right valence +/-), classify all cells within that cluster as a given cell type.
  • Drawback: The biomarkers that DGE identifies for each cluster will depend on the composition of the other cells. So some clusters may remain unidentified simply by the fact that they didn’t have the proper cells to be compared to.
identify_cellTypes_by_biomarkers <- function(pbmc.markers, topN_search=5){
  top <- pbmc.markers %>% group_by(cluster) %>% top_n(topN_search, avg_logFC) 
  clust_cellTypes <- list()
  for (clust in top$cluster){ 
    clustSub <- top[top5$cluster==clust, ]
    CD16_logFC <- subset(clustSub, gene=="CFD")$avg_logFC 
    
    cellType <- ifelse(sum(markerList %in% clustSub$gene), # Both CD14 and CD16? Great, keep going
           ifelse(CD16_logFC == abs(CD16_logFC), "CD14++/CD16+",  # But does CD16 have pos logfC? If so, then it's "CD14++/CD16+"
                  "CD14++/CD16--"), # Otherwise, it means it means CD16 logFC is neg, meaning "CD14++/CD16--"
           NA) # If it's none of these, it's an undefined cell type 
     clust_cellTypes[clust] <- as.factor(cellType)
  }
  newMeta <- pbmc@meta.data
  newMeta["CellType_DGE"] <- plyr::mapvalues(newMeta$post_clustering, names(clust_cellTypes), as.character(clust_cellTypes) )  
  pbmc <- AddMetaData(pbmc, metadata = newMeta)
  return(pbmc)
} 
pbmc <- identify_cellTypes_by_biomarkers(pbmc.markers, 5)

# (Doesn't make sense to do bar plot because whole clusters are defined by their biomarkers)

tSNE_metadata_plot("CellType_DGE")
## [1] "t-SNE Metadata plot for  CellType_DGE"

Identify Cell Types By Average Expression

  • Classification Approach 2
  • Alternatively, you could classify cells by their absolute expression values. E.g. If any cell expresses CD16 more than the average expression of CD16 across all cells, then classify it as CD16+.
  • Drawback: The threshold for classifying a cell as either CD16+ or CD16– is defined rather arbitrarily (the average expression of CD16 in this sample isn’t necessarily biologically meaningful).
# A simplistic way of categorizing cells into CD14++/CD16+ and CD14++/CD16--, 
## is by splitting cells into groups based on whether their expression is 
## higher or lower than the average CD16 expression of all cells.
identify_cellTypes_by_avgExpression <- function(pbmc, markerDF){
  avgMarkerExp <-markerDF %>% group_by(Gene) %>% dplyr::summarise(meanExp = mean(Expression))
  avgMarkerExp <- setNames(avgMarkerExp$meanExp, avgMarkerExp$Gene)
  CD16 <- markerDF[markerDF$Gene=="FCGR3A",]
  CD16_group <- ifelse(CD16$Expression >= avgMarkerExp["FCGR3A"], "CD14++/CD16+", "CD14++/CD16--")
  CD16["CellType_AvgExp"]  <- as.factor(CD16_group)
  # Make sure row order is same before putting back into meta.data
  metaD <- pbmc@meta.data
  newMeta <- merge(metaD, CD16[,c("Cell","CellType_AvgExp")], by.x="barcode", by.y="Cell")
  row.names(newMeta) <- row.names(metaD)
  pbmc <- AddMetaData(pbmc, metadata = newMeta)
  return(pbmc)
}
pbmc <- identify_cellTypes_by_avgExpression(pbmc, markerDF)
 
# Get proportions of cell types in each cluster
cluster_proportions <- pbmc@meta.data %>% group_by(CellType_AvgExp, post_clustering) %>% 
  tally() %>%
  group_by(post_clustering, CellType_AvgExp) %>%
  mutate(percentTotal = n/sum(n)*100)

ggplot(cluster_proportions, aes(x=post_clustering, y=percentTotal, fill=CellType_AvgExp)) + geom_col(position = "fill") +  
  labs(title="Proportions of Cell-types per Cluster: \n CellType_AvgExp", 
       x="Cluster", y="Cell Type / Total Cells") +
  scale_fill_manual(values=c("brown", "slategray"))

tSNE_metadata_plot("CellType_AvgExp")
## [1] "t-SNE Metadata plot for  CellType_AvgExp"

Known Biomarkers: Heatmaps

Average Expression: By Clusters

markerDF <- markerDF %>% mutate(Cluster = post_clustering)
# Show mean exp for each marker
avgMarker <- markerDF %>% group_by(Gene, Cluster) %>% summarise(meanExp = mean(Expression)) 

p <- ggplot(data = avgMarker, aes(x=Gene, y=Cluster, fill=meanExp)) %>% + geom_tile() %>% + scale_fill_distiller(palette="viridis") 
## Warning in pal_name(palette, type): Unknown palette viridis
ifelse(interactive, p %>% ggplotly() %>% toWebGL() %>% print(), print(p))

## [[1]]
## # A tibble: 6 x 4
## # Groups:   Gene [2]
##   Gene   Cluster meanExp .group
##   <chr>  <chr>     <dbl>  <int>
## 1 CD14   0         0.280      1
## 2 CD14   1        -0.449      1
## 3 CD14   2        -0.199      1
## 4 FCGR3A 0        -0.255      2
## 5 FCGR3A 1        -0.438      2
## 6 FCGR3A 2         1.25       2

Average Expression: By Disease

# Show mean exp for each marker
avgMarker <- markerDF %>% group_by(Gene, dx, Cluster) %>% summarise(meanExp = mean(Expression)) 
p <- ggplot(data = avgMarker, aes(x=Gene, y=dx, fill=meanExp)) %>% + geom_tile() %>% + scale_fill_distiller(palette="viridis") 
## Warning in pal_name(palette, type): Unknown palette viridis
ifelse(interactive, p %>% ggplotly() %>% toWebGL() %>% print(), print(p))

## [[1]]
## # A tibble: 12 x 5
## # Groups:   Gene, dx [4]
##    Gene   dx      Cluster meanExp .group
##    <chr>  <fct>   <chr>     <dbl>  <int>
##  1 CD14   control 0         0.352      1
##  2 CD14   control 1        -0.282      1
##  3 CD14   control 2        -0.237      1
##  4 CD14   PD      0         0.244      2
##  5 CD14   PD      1        -0.507      2
##  6 CD14   PD      2        -0.181      2
##  7 FCGR3A control 0        -0.162      3
##  8 FCGR3A control 1        -0.429      3
##  9 FCGR3A control 2         1.29       3
## 10 FCGR3A PD      0        -0.302      4
## 11 FCGR3A PD      1        -0.441      4
## 12 FCGR3A PD      2         1.23       4

Cells Separated

markerDF <- get_markerDF(pbmc, markerList, 
             meta_vars =c("barcode", "dx", "mut","ID","post_clustering", "percent.mito","nGene", "nUMI",
                          "CellType_DGE","CellType_AvgExp"))
Spectral <- grDevices::colorRampPalette(RColorBrewer::brewer.pal(length(unique(pbmc@meta.data$mut)), "Spectral"))

if (interactive==T){
  # Spectral <- heatmaply::Spectral(length(unique(pbmc@meta.data$mut)))
  markerMelt <- reshape2::acast(markerDF, Cell~Gene, value.var="Expression", fun.aggregate = mean, drop = F, fill = 0) 
  heatmaply::heatmaply(markerMelt,  key.title="Expression",#plot_method= "ggplot",
        k_row = dim(markerMelt)[2], dendrogram = "row",
        showticklabels = c(T, F), xlab = "Known Markers", ylab = "Cells", column_text_angle = 45, 
        row_side_colors =  pbmc@meta.data[,c("dx","mut", "CellType_DGE")], row_side_palette = Spectral
        )  %>%  colorbar(tickfont = list(size = 12), titlefont = list(size = 14), which = 2)  %>% 
        colorbar(tickfont = list(size = 12), titlefont = list(size = 14), which = 1)
}else{ 
  # markerDF_sub <-subset(markerDF, Gene==markerList[1])  
  # var_to_colors(markerDF_sub, "post_clustering")  
  # library(pheatmap)
  # pheatmap(markerMelt, annotation_row = markerDF_sub[c("dx","mut","CellType_DGE", "CellType_AvgExp")])
  # pheatmap(markerMelt, kmeans_k = NA, annotation_row = markerDF_sub[c("dx","mut","CellType_DGE", "CellType_AvgExp")],
  #         cluster_cols = F, cutree_rows = length(unique(markerDF$post_clustering)),  angle_col=45 )
  library(RColorBrewer) 
  var_to_colors <- function(markerDF, metaVar){
    colors <- brewer.pal(length(unique(markerDF[metaVar]) ), "Dark2")
     sample(colors, length(unique(markerDF[metaVar])), replace = TRUE, prob = NULL)
    # metaColors <- colors[ subset(markerDF, Gene==markerList[1])[metaVar][,1] %>% as.factor() ]
    return(metaColors)
  }  
  # library(GMD)
  # myCols = cbind(var_to_colors(markerDF, "dx"), var_to_colors(markerDF, "mut")) 
  # rlab=t(cbind(
  #   var_to_colors(markerDF, "post_clustering"),
  #   var_to_colors(markerDF, "dx")
  #   ))
  #   heatmap.2(marker.matrix, key.title="Expression",  col = viridis(300), trace="none",Colv = F, Rowv = F,
  #             labRow = F, xlab = "Biomarker", ylab="Cell", cexCol=1, RowSideColors = var_to_colors(markerDF, "post_clustering")
  #             )
  # heatmap.3(markerMelt, dendrogram = 'row', kr = length(unique(markerDF)), labRow = F, 
  #           xlab = "Biomarker", ylab = "Cell", RowSideColors = rlab, RowSideColorsSize=2 )
   
  
  
  markerDF <- markerDF %>%    
    mutate_at(vars(post_clustering, dx, mut, ID, CellType_DGE, CellType_AvgExp), as.factor) %>% 
    arrange(post_clustering) 
  # markerMelt <- reshape2::acast(markerDF, Cell~Gene, value.var="Expression", fun.aggregate = mean, drop = F, fill = 0) 
  markerMelt <- dcast(markerDF,  Cell + post_clustering + dx + mut + ID + CellType_DGE + CellType_AvgExp ~ Gene,
                      fun.aggregate = mean, value.var = "Expression") %>% arrange(post_clustering)
  marker.matrix <- markerMelt[markerList] %>%as.matrix()
  row.names(marker.matrix) <- markerMelt$Cell
  
  ha = HeatmapAnnotation(df = markerDF[c("dx","mut","ID","CellType_DGE","CellType_AvgExp")], which = "row") 
  
  ComplexHeatmap::Heatmap(marker.matrix, col=viridis(300), column_title = "Biomarker", row_title = "Cell",  
                          row_dend_reorder = F,show_row_names = F, show_column_dend = F,show_row_dend =T,
                          cluster_rows = T, column_title_side = "bottom",km = length(unique(markerMelt$post_clustering))) + ha
 

} 
## Error in viridis(300): could not find function "viridis"

Known Biomarkers: Boxplot

ggplot(data = markerDF, aes(x=Cluster, y=Expression, fill=Gene)) %>% 
  + geom_boxplot(alpha=0.5) %>% + scale_fill_manual(values=c("purple", "turquoise"))  
## Error in FUN(X[[i]], ...): object 'Cluster' not found

Known Biomarkers: tSNE

#, results = 'hide', fig.show='hide'
expressionTSNE <- function(pbmc, marker, colors=c("grey", "red")){
  p <- FeaturePlot(object = pbmc, features.plot = marker, cols.use = colors, 
    reduction.use = "tsne", nCol=2, do.return = T, dark.theme = T)[[1]]
  p <- ifelse(interactive, p %>% ggplotly() %>% toWebGL(), print(p))
  return(p)
}
tp1 <- expressionTSNE(pbmc, markerList[1])

tp2 <- expressionTSNE(pbmc, markerList[2], colors=c("grey", "green"))

if(interactive==T){
    subplot(tp1, tp2, titleX = T, titleY = T ) 
}

Label Clusters by DGE Biomarkers

current.cluster.ids <- unique(pbmc.markers$cluster) #c(0, 1, 2, 3, 4, 5, 6, 7)
top1 <- pbmc.markers %>% group_by(cluster) %>% top_n(1, avg_logFC)
new.cluster.ids <- top1$gene #c("CD4 T cells", "CD14+ Monocytes", "B cells", "CD8 T cells", "FCGR3A+ Monocytes", "NK cells", "Dendritic cells", "Megakaryocytes")

pbmc@ident <- plyr::mapvalues(x = pbmc@ident, from = current.cluster.ids, to = new.cluster.ids)
p <- TSNEPlot(object=pbmc, do.label=T, pt.size=0.5, do.return=T) 
ifelse(interactive, p %>% ggplotly() %>% toWebGL() %>% print(), print(p)) 

## [[1]]
##                        tSNE_1       tSNE_2   ident            x
## GTCATTTTCCGCATCT  -4.05864698  -1.14411589 S100A12  -4.05864698
## ATAAGAGAGGAGTTGC  -4.32546793  -5.80920060  FCER1A  -4.32546793
## CATTATCCATGGTCTA  -6.57483387   2.10245924 S100A12  -6.57483387
## CTTAGGAGTGGCGAAT  -2.01312037   3.01846758 S100A12  -2.01312037
## CATCAGAAGCACCGCT   4.83212764  -2.45037069  FCGR3A   4.83212764
## GCGGGTTAGTAGCCGA   1.44735936  -2.44013086  FCGR3A   1.44735936
## CAGAGAGAGCGCCTTG   4.64017849   0.97292959 S100A12   4.64017849
## CTGAAGTCAGACACTT  -0.08467149   0.63198478 S100A12  -0.08467149
## GGACGTCCAGGTGCCT  -3.03357596  -9.04587550  FCER1A  -3.03357596
## AAAGCAAGTGGTGTAG   1.32857305  -4.58355862  FCGR3A   1.32857305
## TCTCATACAGGGCATA  -3.36647670   4.29787740 S100A12  -3.36647670
## AACTCAGGTACTCGCG   7.34238530  -4.97608930  FCGR3A   7.34238530
## CACATTTGTGAGTATA  -0.50689146  -0.23972277 S100A12  -0.50689146
## ACTTTCAAGGTGTTAA  -2.08004652  -0.64225708 S100A12  -2.08004652
## TGCCCATCAGACGCAA   9.13402932  -6.32730981  FCGR3A   9.13402932
## CTAAGACCAATGCCAT   1.80345832   8.88711239 S100A12   1.80345832
## CGGAGCTCATTTGCTT  -5.09720404   5.07677379 S100A12  -5.09720404
## GAGCAGATCGACGGAA  -1.11077199   0.77495094 S100A12  -1.11077199
## TAAACCGAGATCGATA  -3.29730358   4.42928191 S100A12  -3.29730358
## GTCTCGTGTACATCCA  -5.93538351   2.77937007 S100A12  -5.93538351
## GTATCTTAGACCCACC   0.65388268  -8.35125635  FCER1A   0.65388268
## GAGCAGAAGAGCCTAG  -1.01993957  -9.14894701  FCER1A  -1.01993957
## GTGCAGCTCACATAGC   1.50336070   1.62342789 S100A12   1.50336070
## CCTATTAGTAAACCTC   0.23427600   1.44389187 S100A12   0.23427600
## AGAGTGGAGTTTAGGA   2.89658851   3.94572818 S100A12   2.89658851
## TACGGGCAGGTGATTA  10.75812029  -5.04148199  FCGR3A  10.75812029
## ACTATCTCAATCTACG  11.21281217  -2.14442173 S100A12  11.21281217
## CGAGCCATCAGGCAAG   6.25226225   2.17856607 S100A12   6.25226225
## CGAATGTCAATTGCTG  -1.16271052   0.69968511 S100A12  -1.16271052
## TACGGTATCGTTACGA  -3.70584747  -0.89748401 S100A12  -3.70584747
## CTGTGCTCAAGGTGTG   2.19404389  -3.95312293  FCGR3A   2.19404389
## CCATGTCGTAACGACG  -8.13838299   1.90553235 S100A12  -8.13838299
## TGCTGCTAGACACTAA   1.21026858   6.45806438 S100A12   1.21026858
## ACGGGTCTCGCTTAGA   8.91360687  -2.84083910  FCGR3A   8.91360687
## ACGAGGAAGGCTAGCA   1.12865893   0.57608187 S100A12   1.12865893
## GCACTCTGTCGGCACT   5.26858295  -3.49644546  FCGR3A   5.26858295
## ATCATGGGTTTAAGCC   6.31879712   4.37841269 S100A12   6.31879712
## GCATGTAGTAAAGGAG   4.30225831  -6.16710984  FCGR3A   4.30225831
## CAACTAGAGTGGGCTA   0.51508658   5.49427352 S100A12   0.51508658
## AACACGTCAATCAGAA  -4.27973365  -8.70771496  FCER1A  -4.27973365
## AAAGTAGGTGTCTGAT  -3.34148612 -10.04869014  FCER1A  -3.34148612
## CTCATTATCGCTGATA  10.43791869  -4.28233908  FCGR3A  10.43791869
## TACTCGCCAACGCACC   0.95211245  -8.07635947  FCGR3A   0.95211245
## GGACATTGTCCTGCTT  -7.52100684  -7.78745281  FCER1A  -7.52100684
## ACTGAACAGAGCTGGT   0.75906254   0.29622831 S100A12   0.75906254
## CTCGGGAAGTGCAAGC  -0.68820349   3.33176046 S100A12  -0.68820349
## AGCTCCTAGCATGGCA  -1.03052101  10.13905743 S100A12  -1.03052101
## TATTACCGTCGACTGC   0.57818510   0.94450007 S100A12   0.57818510
## GAACGGACATTTCACT   5.27270927  -4.84578166  FCGR3A   5.27270927
## CACAAACTCCCGGATG  -0.40659544   4.97435484 S100A12  -0.40659544
## GCTCCTAAGGGAGTAA   7.05713893  -6.20630267  FCGR3A   7.05713893
## GACTAACCATCACGTA  -3.82697337  -9.74320844  FCER1A  -3.82697337
## TACTCGCTCTTAACCT   4.89755191  -4.52472154  FCGR3A   4.89755191
## AGGCCGTCAGGAACGT  -2.42341793  -0.36641322  FCER1A  -2.42341793
## CCACTACAGTGCTGCC  -0.55478931   2.19803166 S100A12  -0.55478931
## ATCCACCCAAGCCGTC   5.74544960  -8.56403599  FCGR3A   5.74544960
## GAGTCCGAGACTGTAA   4.35878633  -6.25618877  FCGR3A   4.35878633
## AAGCCGCCAGAAGCAC   2.17468663   2.57486944 S100A12   2.17468663
## GACACGCCAGATTGCT   2.98027500  -0.48759817 S100A12   2.98027500
## CGACTTCAGGCTACGA   1.79953585   5.95092796 S100A12   1.79953585
## GGGTTGCCAGTAAGCG   4.42246687  -6.25638008  FCGR3A   4.42246687
## AGTGAGGGTCAGAATA  -2.61603854  -3.85849118 S100A12  -2.61603854
## GATCTAGCAGCCACCA   6.87050620   2.64068002  FCER1A   6.87050620
## ACGAGGACAAGACGTG  -6.24933342   8.59440685 S100A12  -6.24933342
## CATATGGCAAGCCGCT   9.70791572   1.36509291 S100A12   9.70791572
## TTATGCTCAGACGCTC  -2.45079655   9.69325154 S100A12  -2.45079655
## AGTGTCAAGTCGCCGT   5.16883258  -0.38514318 S100A12   5.16883258
## AAGGCAGGTCTGCCAG   7.22899771  -5.58025656  FCGR3A   7.22899771
## TCAGGATAGCCCGAAA  12.70541068  -4.40557878  FCGR3A  12.70541068
## CCACTACCACTAGTAC   5.24070211   8.11291531  FCER1A   5.24070211
## AGCAGCCTCGCCAAAT  -2.03058540  12.23460844 S100A12  -2.03058540
## CTGCCTATCCATGCTC  -5.66763017   9.68138084 S100A12  -5.66763017
## GCTGCAGCATAGTAAG   0.54536976  -0.09756289 S100A12   0.54536976
## GCGCAGTTCAGTTCGA  -6.66548455   0.89826412  FCER1A  -6.66548455
## GGGCATCGTAGCGCTC   6.85767899  -3.80621198  FCGR3A   6.85767899
## CTAATGGGTTACGTCA   2.39846087   1.86983708 S100A12   2.39846087
## ATTCTACGTTATCGGT   4.22201540   7.01566979 S100A12   4.22201540
## GAAATGATCAGCTGGC   3.14492604   7.09818225 S100A12   3.14492604
## TGCTACCTCGTCCAGG  -0.13967074  -4.62923838 S100A12  -0.13967074
## ACATGGTCACTTACGA  -1.94883070   4.66033726 S100A12  -1.94883070
## ACTTTCAAGCGTTGCC   3.33146781   0.13073672 S100A12   3.33146781
## CCTACACGTAAACCTC  -7.31962468   5.11939470 S100A12  -7.31962468
## ATTGGTGAGATCCCAT   9.42313071   1.20778796 S100A12   9.42313071
## CCGGGATCACAGACAG  -4.30412508   4.43462535  FCER1A  -4.30412508
## CAGTAACTCTCTTGAT  -9.43756880   3.40579977 S100A12  -9.43756880
## ATCTACTCAATAGCGG   1.67808820   7.66261968 S100A12   1.67808820
## ACCCACTGTTAAGAAC  -5.96540634  -7.83443481  FCER1A  -5.96540634
## ACATACGTCTGCTTGC  -1.38421672   1.34095953 S100A12  -1.38421672
## CGTCTACGTTGAACTC  -5.68378063   2.54739231 S100A12  -5.68378063
## ATTATCCCAGCAGTTT   8.17610114  -1.09975667 S100A12   8.17610114
## GAAACTCTCGTTACGA  -2.35813414   4.30277669 S100A12  -2.35813414
## GATGAAACATCATCCC   9.73910061  -7.64548392  FCGR3A   9.73910061
## CACAGTATCTGTCCGT   3.41442409  -3.13747846 S100A12   3.41442409
## TGAAAGAAGGAGCGAG  -5.16449429  12.08435988 S100A12  -5.16449429
## CCGGTAGAGACCGGAT   9.54346696   0.79033555  FCGR3A   9.54346696
## TGCGGGTTCTAACCGA  -6.27852780  -7.34990167  FCER1A  -6.27852780
## GGCGACTTCGCGCCAA  -5.02624680   2.43551652 S100A12  -5.02624680
## GGGATGAAGTCGCCGT   6.30751237   4.33795675 S100A12   6.30751237
## GATTCAGGTACAGACG   2.95374746   2.58284869 S100A12   2.95374746
## TAGACCACAAGAAGAG  -2.84032548   5.19260544 S100A12  -2.84032548
## AATCCAGGTCAGAGGT  -5.28724520  -6.92778695  FCER1A  -5.28724520
## TGAGCCGCAATGGACG  -3.27182946   5.18499389 S100A12  -3.27182946
## CACATAGGTACTCTCC  -3.20997953   1.64686864 S100A12  -3.20997953
## CATGGCGAGCAATATG  -4.79721828  -9.00129143  FCER1A  -4.79721828
## CAGTAACGTTATTCTC  -4.03988567  -4.17597477  FCER1A  -4.03988567
## GCGAGAAGTTCCGTCT   5.14946396   3.73460866 S100A12   5.14946396
## TTTACTGGTCCCTTGT  -8.78209784  -4.08831890  FCER1A  -8.78209784
## ATCATGGCACGAAATA  -6.05026549   8.85657055 S100A12  -6.05026549
## CGCCAAGAGGCAGTCA   3.03436186   2.09424320 S100A12   3.03436186
## CGTCCATGTCCAGTAT  -9.92033868   3.74623356 S100A12  -9.92033868
## TGGCGCATCCATTCTA   6.22909644   6.39153881 S100A12   6.22909644
## CCCATACGTAGCTTGT  -2.03645467   5.74754345 S100A12  -2.03645467
## GCATGCGGTGCTGTAT  -3.63877785   4.84638133 S100A12  -3.63877785
## TTCTTAGCATGCTAGT   2.18265411  -3.03784136 S100A12   2.18265411
## TGCGCAGAGTGGACGT  -3.88350448  -2.81896413  FCER1A  -3.88350448
## ATTATCCGTTGCTCCT   2.49054023  13.06019267 S100A12   2.49054023
## AGAATAGAGACTAGGC   2.15699900  -6.35168848  FCGR3A   2.15699900
## CCTACACAGCTGCAAG   0.02088325  -5.93238345  FCER1A   0.02088325
## GACAGAGAGTGCTGCC   7.47799691  -0.53092398  FCGR3A   7.47799691
## GTTCGGGTCCCAAGAT   5.40567439  -3.05065147  FCGR3A   5.40567439
## AGTAGTCGTAAGCACG   6.42726322   0.59452481  FCGR3A   6.42726322
## CTCACACGTACCTACA  -6.07219161   4.56448093 S100A12  -6.07219161
## GCAGTTAAGTGGGTTG  -1.93709415   3.10706140 S100A12  -1.93709415
## GTCAAGTCAGCTCGAC   0.89220844  -7.16183956  FCGR3A   0.89220844
## GCTGCGATCCCTAACC  -6.35817134 -10.46527411  FCER1A  -6.35817134
## GATCGTATCCCTAACC   0.28407444   3.59076401 S100A12   0.28407444
## TGAGAGGTCCGTAGTA  -4.01468142   3.73556443 S100A12  -4.01468142
## CTCGTCAGTGCACTTA  -1.00406522   8.36583760 S100A12  -1.00406522
## AGCATACAGCAAATCA   3.50252636   1.12461716 S100A12   3.50252636
## TCGGGACGTGTCAATC  -0.22908855   0.99795162 S100A12  -0.22908855
## ATGCGATGTAAACACA  -1.68480544   7.80550564 S100A12  -1.68480544
## CATGACACACAACGTT   3.12162953  -1.71364769 S100A12   3.12162953
## GCTTGAAGTGCTAGCC   3.50549250   2.99783379 S100A12   3.50549250
## TTTGGTTTCTCTTATG   0.15753587   2.32143310 S100A12   0.15753587
## ACACCCTGTGAAATCA   6.72803935  -2.50132195  FCGR3A   6.72803935
## ATCATGGTCCCTCAGT  -5.83698051   6.21876269 S100A12  -5.83698051
## CCTCTGACAATCAGAA  -3.89297240   9.11916935 S100A12  -3.89297240
## ACATACGAGACACTAA   5.86695139  -7.18055698  FCGR3A   5.86695139
## TCACAAGTCCGTAGGC  -3.03699536  -4.28225565  FCER1A  -3.03699536
## GCAGTTAGTCCAGTGC  -6.25281953  -3.88227102  FCER1A  -6.25281953
## AGTGAGGGTTACAGAA   9.81981681  -1.22463288  FCGR3A   9.81981681
## CACACAAGTAATCACC   4.47057808   4.20286998 S100A12   4.47057808
## GATCGCGAGGCTAGAC  -5.50249390   2.75923307 S100A12  -5.50249390
## CTCGTACTCCTTTCGG   2.21552438  -1.49764228 S100A12   2.21552438
## ATCCACCTCGGCGGTT   8.23917772  -6.83170350  FCGR3A   8.23917772
## GAAGCAGAGCTAGTTC  -4.36852829  -3.00639841  FCER1A  -4.36852829
## CAGTCCTAGTGTCTCA   8.29841084  -2.53717266  FCGR3A   8.29841084
## CGCTTCACAATGGATA  -0.55831969  -0.90005997 S100A12  -0.55831969
## TCCCGATTCATATCGG   2.35805284   2.80000895 S100A12   2.35805284
## TGTGGTACATATACCG   6.41212760  -0.06079728 S100A12   6.41212760
## TACCTTACACTACAGT  -5.52070712  -4.79332586  FCER1A  -5.52070712
## GTAGGCCGTCCGTCAG  -7.22161239   6.63626143 S100A12  -7.22161239
## CAGAATCCAATCAGAA   4.40971230  -0.20410889 S100A12   4.40971230
## GGATTACTCTGTGCAA   0.75498911  -8.18483086  FCGR3A   0.75498911
## GTCGTAAGTTTGTTTC   2.83651510  -8.15167839  FCGR3A   2.83651510
## GATCGTAAGCCAGTAG  -3.56437607   7.55479250 S100A12  -3.56437607
## GACTACAGTTAAAGAC  -2.06114109   9.22626418 S100A12  -2.06114109
## CATGACACAACACCTA   7.89934622   6.51156957  FCGR3A   7.89934622
## CACCAGGTCACGCGGT   6.66626771  -9.31566501 S100A12   6.66626771
## GTCTTCGTCTGAGTGT   0.61296334  -1.02858349  FCGR3A   0.61296334
## CCTTCGAAGTGGGATC   4.53428364   3.21719339 S100A12   4.53428364
## GTGCGGTGTCCTGCTT   0.69899806   3.59999486 S100A12   0.69899806
## GTCACAACATGCCTTC  -6.68623536  -3.24565252  FCER1A  -6.68623536
## CAGAGAGTCAGTCAGT   3.17501702   2.60730626 S100A12   3.17501702
## GTGCGGTGTACTCTCC  -2.86454429   1.09372301 S100A12  -2.86454429
## CAGCTAATCAAGATCC  -5.75706492  -1.04747047  FCER1A  -5.75706492
## CAAGATCGTTGGGACA  -0.72034684   5.56631705 S100A12  -0.72034684
## TTTATGCCATCACAAC  10.93810696  -5.33388817  FCGR3A  10.93810696
## CGGTTAATCCCAAGTA   1.42040742  -3.77426782  FCER1A   1.42040742
## TAGCCGGTCCGTAGTA  -1.53005948  -7.96430635  FCER1A  -1.53005948
## ACGAGCCGTGTTTGTG   5.09418849  -5.89509026  FCGR3A   5.09418849
## AGCATACCAAACCCAT   6.88984597  10.70767225 S100A12   6.88984597
## GAAATGATCAACACTG  -0.04096899   0.80906547 S100A12  -0.04096899
## TATCTCACATAACCTG   6.80206900  -4.64629733  FCGR3A   6.80206900
## CCGTACTCACTTCTGC  -9.12525039  -6.89627361  FCER1A  -9.12525039
## CTAGAGTTCAGAGGTG  -4.16584475   3.45971742 S100A12  -4.16584475
## CTGATAGCATACAGCT  -4.50500579   9.54549612 S100A12  -4.50500579
## TCGAGGCCACGGTAGA  -3.34817062  -8.85106399  FCER1A  -3.34817062
## GATCAGTTCACTTATC  -9.37749480   2.07003583 S100A12  -9.37749480
## GTTTCTAAGCCCTAAT  -1.51247495   5.43926312 S100A12  -1.51247495
## CAGCTGGAGGAATTAC  -5.19038014  -5.54359154  FCER1A  -5.19038014
## AGAGTGGTCGATCCCT   2.72122140   4.17465945 S100A12   2.72122140
## CATGGCGCAACTGCTA  -0.93226290   6.96953658 S100A12  -0.93226290
## CTGGTCTGTATATGGA  -1.73902948  -5.97872635  FCER1A  -1.73902948
## CGTCACTCACAGGAGT   2.14797103  -0.99276512 S100A12   2.14797103
## AACTGGTTCAACCAAC  -4.89360613  -9.87021253  FCER1A  -4.89360613
## CCATTCGCAGGGAGAG   7.48819627   5.55019825 S100A12   7.48819627
## CATCAGATCTTCAACT   1.24272406  10.25875175 S100A12   1.24272406
## GAATGAATCAGGCAAG  -2.23873440   6.34499536 S100A12  -2.23873440
## TGTCCCATCGAATGCT  -3.80493693   0.67079031 S100A12  -3.80493693
## AGTGGGACAGCCAATT  -0.83643362   3.49458914 S100A12  -0.83643362
## AGAGCTTTCACATGCA   5.43581390   3.98988373 S100A12   5.43581390
## TGCGGGTTCTGCAGTA  -7.91478227   8.65330852 S100A12  -7.91478227
## GTCGTAAGTCGGCACT   1.60507142   5.83804804 S100A12   1.60507142
## CTCGAGGTCGGAGCAA  -0.48058817   6.30372018 S100A12  -0.48058817
## CTACACCAGATGAGAG  -5.48994142  -0.72726102  FCER1A  -5.48994142
## ACGGCCATCTTACCTA -10.96545688   0.39835201 S100A12 -10.96545688
## CCCAGTTCACACCGAC -10.49759733  -0.57448983  FCER1A -10.49759733
## TCGGGACTCGGATGGA  -5.10332103  -6.48229255  FCER1A  -5.10332103
## CATCGGGTCCCGACTT  -1.22684449  -2.25317674 S100A12  -1.22684449
## CTTAACTGTAAGGATT   9.38769636  -4.46787285  FCGR3A   9.38769636
## AACCATGAGCGTAATA   7.92674431  -1.95172230  FCGR3A   7.92674431
## TCAGATGGTCTTCTCG   3.53728987   5.81669227 S100A12   3.53728987
## CTCACACTCCCAACGG   6.86919990  10.71553889 S100A12   6.86919990
## CCATGTCAGGATGGAA  -5.54255885   8.77044269 S100A12  -5.54255885
## GGGTCTGGTACTTGAC   2.94263710   9.78172868 S100A12   2.94263710
## GGAACTTCACAGTCGC   1.51682882   3.95272945 S100A12   1.51682882
## GACCTGGCACATCCAA   8.70508277  -4.13410979  FCGR3A   8.70508277
## CAGTCCTCAAGACACG  -5.96335328  -9.21893678  FCER1A  -5.96335328
## AGATCTGCATATGGTC  -0.58066231  -1.94674173 S100A12  -0.58066231
## CATCAGAGTATTCTCT  -2.60566162   7.34867092 S100A12  -2.60566162
## TGCACCTTCGATAGAA  -5.71501819   6.37505079 S100A12  -5.71501819
## CCTACACTCCCAAGTA  -8.02127403   7.99187642 S100A12  -8.02127403
## ACTTTCATCGTAGATC  -3.83305836  -8.24667573  FCER1A  -3.83305836
## TTGCGTCCACCATGTA  -7.81040309   4.59403729 S100A12  -7.81040309
## AAATGCCAGGTGCTAG   8.52763286   3.40013701 S100A12   8.52763286
## ATGCGATGTCCATCCT  -3.46813687  -5.53765884  FCER1A  -3.46813687
## CCAGCGAAGCCACTAT   3.95472141  -2.08306601 S100A12   3.95472141
## TACTTGTAGTGTACTC   6.92676527  -5.80734172  FCGR3A   6.92676527
## AGGGATGTCTCGCTTG  -6.27394102  -1.23479390  FCER1A  -6.27394102
## TGTCCCAGTATTAGCC   6.25852419   2.79017232 S100A12   6.25852419
## TGCTACCTCGCACTCT  -3.60958541  -1.58177943  FCER1A  -3.60958541
## GTAACGTCAGTATAAG  -8.83147811  -6.77664111  FCER1A  -8.83147811
## GCGCAACGTTCGTTGA  -5.26690407  -7.26804705  FCER1A  -5.26690407
## GCGAGAACATGAGCGA  -7.66329985  -6.21945585  FCER1A  -7.66329985
## TGCCCTAGTGCACCAC  -5.15054150 -10.54449516  FCER1A  -5.15054150
## CTAGAGTGTAAACACA  -2.27872418   3.00323807 S100A12  -2.27872418
## AGTAGTCCACCGGAAA   7.69815569   1.29593503 S100A12   7.69815569
## CATATTCTCAGCGATT   1.71702920  -6.05888424  FCGR3A   1.71702920
## GAATGAAGTAACGACG   1.55561139  -3.73002481 S100A12   1.55561139
## GATCAGTAGTACTTGC  -5.70345555   9.41027557 S100A12  -5.70345555
## CAAGAAACAGGATTGG  -1.77930063  -6.82649120  FCER1A  -1.77930063
## CCTATTATCAACACTG   1.17060780   2.24240243 S100A12   1.17060780
## CAGCAGCTCTGCGGCA  -2.80882710  12.33059688 S100A12  -2.80882710
## ATAAGAGAGCTGCGAA  -0.19083875  -7.73412353  FCER1A  -0.19083875
## AGATCTGCACCTATCC  -4.36389964  11.17316046 S100A12  -4.36389964
## GACACGCGTAGAGCTG  -7.42037428   3.60210722 S100A12  -7.42037428
## TACACGAAGCTAGGCA  -2.82533095   0.06817635 S100A12  -2.82533095
## AACACGTTCCGAAGAG  -1.14635748   6.64303511 S100A12  -1.14635748
## TTAACTCGTGTAATGA  -4.04176064  -6.93287743  FCER1A  -4.04176064
## TGGCGCAGTTCAGACT   3.62537544  -5.24670832  FCGR3A   3.62537544
## CATCAGAGTCTAGTCA  -7.29320496  -5.05624570  FCER1A  -7.29320496
## CTAGAGTAGCATGGCA  10.37242622  -5.97046169  FCGR3A  10.37242622
## TACGGTAAGCGTGAAC   9.10738346  -3.56100863  FCGR3A   9.10738346
## TGACTTTTCGGATGTT  -7.61633947  -5.47256566  FCER1A  -7.61633947
## CTCACACTCCTACAGA   4.79727125  -9.62105443  FCER1A   4.79727125
## CCGTACTCACTGAAGG   5.59793868   2.86895019 S100A12   5.59793868
## ATAACGCGTGGAAAGA  -0.37758605   4.70825033 S100A12  -0.37758605
## GCTTGAAAGCTAGGCA  -7.48003314  -7.42848725  FCER1A  -7.48003314
## AAGTCTGGTGTTGGGA   5.35575391   1.51872082  FCGR3A   5.35575391
## CGATCGGGTACAGCAG  -1.19919669  -2.97621906  FCER1A  -1.19919669
## AGTAGTCTCGATGAGG   8.31740782  -1.20957629  FCGR3A   8.31740782
## CGACCTTCAGACGCTC  -8.52260182  -8.10322083  FCER1A  -8.52260182
## GCATACACATGCAACT   1.84142729  -1.54593764 S100A12   1.84142729
## TCCCGATTCGCAGGCT   7.04406981  -8.42302898  FCGR3A   7.04406981
## TTAGGCAAGATCGATA  -7.45082211  -8.64434536  FCER1A  -7.45082211
## TCGTACCAGGCAAAGA   3.51961099   5.37130035 S100A12   3.51961099
## GGATGTTGTATAGGGC   8.11781759  -6.74914468  FCGR3A   8.11781759
## AATCCAGCAGAGTGTG  -3.91427184   8.38943350 S100A12  -3.91427184
## CATGCCTCACGGCCAT  -6.15804793  -9.61499249  FCER1A  -6.15804793
## CTCGAAACACATGACT   2.50818810  -2.65249149  FCGR3A   2.50818810
## CTGCCTAGTTGCGTTA  -4.42044822   9.21494585 S100A12  -4.42044822
## GGCGACTAGACAGAGA  -6.60927484  -3.42744262  FCER1A  -6.60927484
## TACAGTGGTGTAATGA  -4.68741843  -3.53521506  FCER1A  -4.68741843
## ACGAGCCTCTTATCTG  11.03609558  -1.27182534  FCGR3A  11.03609558
## GGGAATGCAAATACAG  -7.19612189  -6.11075222  FCER1A  -7.19612189
## TGCACCTGTACCGAGA   5.05945215   1.72328976 S100A12   5.05945215
## ATCATCTTCAGTCAGT   3.16924971  12.24363564 S100A12   3.16924971
## CATATTCGTACAGTTC   0.14751657   8.43532313 S100A12   0.14751657
## GCATGATGTTCCACTC  -2.79363828   0.31962537 S100A12  -2.79363828
## AAGGCAGTCACGACTA  -1.60694947   2.97550552 S100A12  -1.60694947
## GAAACTCTCTATCCCG  -2.33144475  12.05825670 S100A12  -2.33144475
## AGCATACTCTGCTGTC  -1.94224860  -6.48804827  FCER1A  -1.94224860
## TGGGCGTCAGCGTTCG  -3.22987718  -2.11320331  FCER1A  -3.22987718
## TCGTAGAGTTCGTCTC   5.18325507  10.88566026 S100A12   5.18325507
## GACAGAGGTACCGCTG  -8.23120781  -4.82226431  FCER1A  -8.23120781
## TCTCATACACATAACC  -0.22180904   8.90837081 S100A12  -0.22180904
## TGGGCGTCATTGAGCT   7.44201447   2.93853580 S100A12   7.44201447
## CATGACACATGTCTCC   3.73701229   7.33847336 S100A12   3.73701229
## GAATAAGGTGCACGAA  -2.09657239  -8.14290928  FCER1A  -2.09657239
## TGCGCAGCAAGCGAGT  -0.34737472   7.80776642 S100A12  -0.34737472
## CTTCTCTCAGCCAGAA   0.09965925   2.80004005 S100A12   0.09965925
## AAGCCGCAGTGGCACA  -0.49926827   3.68181036 S100A12  -0.49926827
## CTCTACGAGTGGACGT   5.03144024  -9.50922800  FCGR3A   5.03144024
## GTCATTTTCTATCCCG  11.54514702  -3.74157575  FCGR3A  11.54514702
## CGAGCACAGCCACTAT  -6.76179485  -2.83978120  FCER1A  -6.76179485
## AGTAGTCGTAACGACG   3.40475786  -4.65782345 S100A12   3.40475786
## GACGTGCAGAGGGATA   2.23861661   2.97191294 S100A12   2.23861661
## GTCTTCGTCCAACCAA   9.05360505  -2.09587822  FCGR3A   9.05360505
## CAAGGCCTCGCCCTTA  -3.71965204   5.66400673 S100A12  -3.71965204
## TGTGGTACATGGTTGT   5.97705913  -3.50062647  FCGR3A   5.97705913
## CCTCAGTTCGAATGCT  -3.66276994  -0.81774477  FCER1A  -3.66276994
## ACCGTAATCTGAGGGA  -5.72823410  -8.14895190  FCER1A  -5.72823410
## GTTAAGCCAGTTCATG  -4.97034416  11.58202896 S100A12  -4.97034416
## CTGCCTATCAATCTCT  -1.57059373   0.13206874 S100A12  -1.57059373
## GACGGCTTCTCCAACC   0.61668140  -2.62696753 S100A12   0.61668140
## TTTCCTCCAGTTCCCT   8.19414079   3.31334902 S100A12   8.19414079
## GCGCCAAAGCCCTAAT  -8.68080843   0.13827321 S100A12  -8.68080843
## CCACCTATCCCGACTT  -6.62080468   0.69027164  FCER1A  -6.62080468
## TTTATGCCAGGGCATA -10.60823326  -0.40989226  FCER1A -10.60823326
## TACAGTGTCGCGGATC  -1.98051216   1.84737097 S100A12  -1.98051216
## AGCTCTCCACCACGTG  -2.50438455   6.56561972 S100A12  -2.50438455
## GTGGGTCCATTGAGCT  -8.70573588  -9.54452579  FCER1A  -8.70573588
## GGGATGACAGACTCGC   5.90533750  10.48513708 S100A12   5.90533750
## ACACCAAGTTCGGGCT  -4.90252787  -8.64796215  FCER1A  -4.90252787
## TGATTTCAGCTATGCT  -8.27375495  -4.44138849  FCER1A  -8.27375495
## TGGCCAGAGAGGGCTT   7.33285431  -5.77915961  FCGR3A   7.33285431
## TCGGTAAGTAAAGTCA   6.26389148  -2.97098629  FCGR3A   6.26389148
## TGAAAGAGTCCCTTGT  -2.37971234  -7.08861809  FCER1A  -2.37971234
## CCGTGGATCGTTTATC  -0.93521420  -3.58215476  FCER1A  -0.93521420
## GAACCTATCCTCAACC  -7.54081378   4.71247062 S100A12  -7.54081378
## GCGCAGTCATCCAACA  -9.22207098  -4.88353965  FCER1A  -9.22207098
## ACATGGTTCGCGCCAA  -1.75069036  -6.03005001  FCER1A  -1.75069036
## CTTGGCTGTACGCACC   3.23555261   7.51294349 S100A12   3.23555261
## AGATTGCAGGCCCGTT -10.13679809   3.77222683 S100A12 -10.13679809
## AGGCCGTGTTACGGAG  -7.86916040  -8.67788945  FCER1A  -7.86916040
## GGTGTTAGTTAAGATG   1.82409947  -1.35222896 S100A12   1.82409947
## GGAATAATCCTGTAGA  -6.60176679  -7.00603363  FCER1A  -6.60176679
## TATTACCGTATTAGCC  -6.39862594  -3.86855800  FCER1A  -6.39862594
## ATAACGCGTTAGTGGG  -5.51778354   3.56042745 S100A12  -5.51778354
## AAACGGGGTTATCCGA  -2.69143880  -2.63440460  FCER1A  -2.69143880
## TGTGGTATCGTTTAGG  -7.25711848  -7.15426197  FCER1A  -7.25711848
## ATCACGAGTATGAATG  -1.88847294   0.93446882 S100A12  -1.88847294
## CAGCAGCTCACCTCGT  -3.73066282  10.34641581 S100A12  -3.73066282
## CCAATCCGTATTACCG  -8.67127569  -0.51229774  FCER1A  -8.67127569
## TTCTACATCACATAGC  10.39934448  -3.18570380  FCGR3A  10.39934448
## TGTCCCATCGTATCAG  -0.39118687  11.43072654  FCGR3A  -0.39118687
## AGCTCTCAGTGTTTGC  -2.84068400   6.06966415 S100A12  -2.84068400
## CAACCTCAGTAACCCT  10.55689701  -3.88075213  FCGR3A  10.55689701
## GTGGGTCAGGTAAACT   4.82886606  -1.55953058 S100A12   4.82886606
## TAAGTGCCACGTCAGC   5.90323403   8.17369797  FCER1A   5.90323403
## GACCTGGCAGCCACCA  -0.48814150  11.22100813 S100A12  -0.48814150
## ACAGCCGCAGGATCGA   3.64338533   5.85484545 S100A12   3.64338533
## AACTCCCCAGCTCGCA  -3.97742430   8.00788191 S100A12  -3.97742430
## GGAAAGCGTCTCTCGT   1.56880702  -2.25339975 S100A12   1.56880702
## CGCTTCAAGCAGGTCA  -5.53285600  -6.11542095  FCER1A  -5.53285600
## GATCGCGAGAAGGGTA  -2.47910539  -7.00798054  FCER1A  -2.47910539
## AAGCCGCCAGGATTGG  -2.72171929  -5.21575080  FCER1A  -2.72171929
## ATTGGACGTCGTGGCT   4.64202810   2.70791624 S100A12   4.64202810
## CCCATACCACTAAGTC   9.40751175  -5.13931400  FCGR3A   9.40751175
## TCTCTAATCCCATTTA  -7.13600141  -6.19086129  FCER1A  -7.13600141
## TCGTAGAGTGGTACAG   7.72225332   8.68829446  FCER1A   7.72225332
## AAACGGGAGAGACGAA  -3.48509353   5.30895661 S100A12  -3.48509353
## GACTACATCACCACCT   7.25033485  -7.64271166  FCGR3A   7.25033485
## GAAACTCAGTTGAGTA   0.30492567   4.49815376 S100A12   0.30492567
## CCCTCCTTCCTCCTAG  -7.79451049  -4.22202902  FCER1A  -7.79451049
## GCGACCATCACGGTTA   9.14229677  -8.75694896  FCGR3A   9.14229677
## TCTCTAAAGAGTCGGT  -7.30441984  -5.92273986  FCER1A  -7.30441984
## GGCTCGATCTCACATT   4.03031630   1.05182909 S100A12   4.03031630
## CTGATAGAGGCAGGTT  -0.62333582  -7.56386341  FCER1A  -0.62333582
## CATGCCTAGGAGTTTA  -3.33475684  -4.59274231  FCER1A  -3.33475684
## TGGCTGGTCAGCCTAA  -6.68413827   9.00774547 S100A12  -6.68413827
## TCAGATGTCGTTACAG   1.36466570   8.70238175 S100A12   1.36466570
## CAGCTGGGTTATGTGC  -2.69468335   4.75475025 S100A12  -2.69468335
## GGAACTTAGTCGTACT   4.55992478   7.99336169 S100A12   4.55992478
## CCGGGATCACCGGAAA  -3.45859047  -8.43891703  FCER1A  -3.45859047
## CCTTCGATCAAAGACA  -1.90583316   3.59973375 S100A12  -1.90583316
## CGAGAAGGTATCGCAT  -3.82340395   0.19907228 S100A12  -3.82340395
## CCTAAAGAGACTGGGT   2.88408118   5.39916112 S100A12   2.88408118
## CAGATCACATTGGCGC  -3.64933624  -7.81228573  FCER1A  -3.64933624
## CTAGCCTAGCTGGAAC   4.17794829  -6.99834723  FCER1A   4.17794829
## ATTGGTGTCTCGTATT   9.67724839  -4.52758622  FCGR3A   9.67724839
## GGGAATGTCAAAGTAG  -4.57184516  -6.48094232  FCER1A  -4.57184516
## CCATGTCCACGGCCAT  -7.95663722   7.88343017 S100A12  -7.95663722
## GGCAATTCATATGGTC  -1.12721039   8.04551799 S100A12  -1.12721039
## CTGTGCTCATGTCCTC  -8.13221047  -0.81182949 S100A12  -8.13221047
## TTAACTCCAACGCACC  -4.03902914   0.89456912 S100A12  -4.03902914
## CGAACATAGCGGCTTC   5.86623872   5.87545231 S100A12   5.86623872
## TCGCGTTAGGCACATG  -3.93328783  -5.61737892  FCER1A  -3.93328783
## GGGTTGCCAAACTGCT  -4.81909454   5.54937808 S100A12  -4.81909454
## ATAAGAGCAGGTGCCT  -1.47422261  -4.01514173  FCER1A  -1.47422261
## CGGACACGTATTCGTG  10.47327728  -2.93716361  FCGR3A  10.47327728
## CTGATAGTCACGACTA  -0.94598795  10.41840973 S100A12  -0.94598795
## GAACATCGTGAGTATA   2.64195152  -2.70174262  FCGR3A   2.64195152
## TGCTACCAGTGGTCCC   2.77567821  -1.96800089 S100A12   2.77567821
## GCTGGGTAGTCTTGCA  -0.69356856   5.46749082 S100A12  -0.69356856
## TACGGATGTCTAACGT  -6.77090650   2.66122812  FCGR3A  -6.77090650
## TGGGCGTCAATGGATA  -3.71170248  -4.51963228  FCER1A  -3.71170248
## CTGCTGTCATTTGCTT   2.21436967  -3.68460407  FCGR3A   2.21436967
## GGGCATCAGCAGCCTC  -3.38472275  -7.80066547  FCER1A  -3.38472275
## CGTGAGCAGACTAGAT   0.79844736   4.40428164 S100A12   0.79844736
## CAGCGACCACACCGAC   8.41814373  -4.96831132  FCGR3A   8.41814373
## CCCAATCCAGTTAACC  10.61281083  -5.31253901  FCGR3A  10.61281083
## CAGCGACTCAGCGACC   0.03614976   1.03919604 S100A12   0.03614976
## GAGCAGAAGCTATGCT  10.40563184  -5.74175361  FCGR3A  10.40563184
## CTCTGGTTCACTTCAT   3.44004402   5.19713475 S100A12   3.44004402
## CGCGTTTCAGCTGTGC  -5.75785264  -4.70906380  FCER1A  -5.75785264
## GGACGTCCACCTCGGA   2.87821132  -0.18156575 S100A12   2.87821132
## TAGTTGGAGAGTTGGC  -0.32851305   2.52680021 S100A12  -0.32851305
## ATTGGTGTCGGAATCT  -3.53395964   3.74448914 S100A12  -3.53395964
## GAATGAACACGGCCAT   9.15113586  -2.51761051  FCGR3A   9.15113586
## GTGCATACAAGGTGTG  -2.90175185   7.37626848 S100A12  -2.90175185
## GGAATAAGTCGGCACT   0.78124213   9.58026977 S100A12   0.78124213
## ACCCACTTCCAAAGTC  -1.78689725   7.76730626 S100A12  -1.78689725
## ACTATCTCAATTCCTT  -5.44644881  -2.63145283  FCER1A  -5.44644881
## AGCATACAGTGGGATC   0.38837631  -2.64193375 S100A12   0.38837631
## CTGAAGTGTTTCGCTC  -5.84685230  -8.40342447  FCER1A  -5.84685230
## TTCTCAATCAACACAC  -9.40238548   1.93934687 S100A12  -9.40238548
## CGGAGCTAGAGACGAA   1.55053046   7.94538295 S100A12   1.55053046
## CTGGTCTAGTTTGCGT  -8.97024927   0.08870756 S100A12  -8.97024927
## AACGTTGAGAGTCGGT   8.90399914  -2.58067577  FCGR3A   8.90399914
## AGGGATGTCTCCAACC  -3.91894096  -1.37882493  FCER1A  -3.91894096
## AACCATGAGGTGACCA   0.36929569   8.17648133 S100A12   0.36929569
## ATCTACTTCACATACG  -1.45348429   0.42022410 S100A12  -1.45348429
## CCTAAAGAGTCTCAAC   2.73043394   0.77124909 S100A12   2.73043394
## ACACCCTAGAGTTGGC   8.89222786  -5.59898924  FCGR3A   8.89222786
## CCGTTCACAGCTGTTA   2.49015485   4.00600856 S100A12   2.49015485
## ATCTACTCAGCAGTTT   2.46272769  12.96836002 S100A12   2.46272769
## AGAGCGAGTCCGTTAA   0.28020301   8.35620941 S100A12   0.28020301
## TCATTACTCCAGAGGA   7.38186654   5.38452873 S100A12   7.38186654
## GTCTCGTCATTAGGCT   6.69021703   4.64005425 S100A12   6.69021703
## TGGGCGTAGGCAGTCA  -9.40349099  -0.17961602 S100A12  -9.40349099
## GTGAAGGCAGACAAAT   7.39534435  -4.56984427  FCGR3A   7.39534435
## GGAAAGCTCACTTATC  -6.27298866  -5.57285061  FCER1A  -6.27298866
## CTACATTGTACCCAAT -11.08463315   0.37852016 S100A12 -11.08463315
## TTAGGCAGTCAAACTC   2.93841749   6.64261818 S100A12   2.93841749
## TACCTATGTAACGTTC   7.81242329  -2.62017513  FCGR3A   7.81242329
## TGAGCCGGTATTCGTG  -5.08975036  -1.16484115  FCER1A  -5.08975036
## GGGATGATCCAGAGGA  -1.93243386   2.43590535 S100A12  -1.93243386
## TTTCCTCCATCGATTG  -0.30542645  -7.34317443  FCER1A  -0.30542645
## AGGGAGTTCCTATTCA   0.47309745   8.87374452 S100A12   0.47309745
## GGTATTGAGAGCCTAG  -8.22475988  -6.58441511  FCER1A  -8.22475988
## AACTCTTCACGGCTAC  -4.77520577   9.86536960 S100A12  -4.77520577
## GACTACATCGTTTAGG   3.59000551  -0.28633293 S100A12   3.59000551
## GGGCACTAGTGAAGTT  -0.89938521   9.16285421 S100A12  -0.89938521
## TTTATGCCAAAGCAAT   0.46722779   6.00900010 S100A12   0.46722779
## CTAGAGTGTGCAACTT   7.73186510  -4.83612204  FCGR3A   7.73186510
## ACCCACTCAGCGAACA   1.49795754   4.44343591 S100A12   1.49795754
## TACGGTACACATCTTT  -7.07119495   6.51831416 S100A12  -7.07119495
## GCGCGATTCCGAGCCA   5.33160818  -5.91189729  FCGR3A   5.33160818
## CCACGGAAGTTTAGGA   5.16035480  -5.89891341  FCGR3A   5.16035480
## CGTCTACGTCACTGGC  -6.48204533  -5.85959436  FCER1A  -6.48204533
## CTGGTCTTCACGGTTA   3.49427542   9.85755409 S100A12   3.49427542
## GTCAAGTGTTCATGGT  -0.38068122   6.99073742 S100A12  -0.38068122
## TACCTATTCTCTGAGA  -5.68417235   2.01159978 S100A12  -5.68417235
## CACAAACAGGGAGTAA  -3.16501125  -0.31202862 S100A12  -3.16501125
## CGAATGTCAAGCCCAC   1.16604727  -5.73310011  FCGR3A   1.16604727
## AAACCTGGTAGCCTAT  -3.94814707  -3.43402165  FCER1A  -3.94814707
## CTACCCAGTATTAGCC   1.20428244  11.04530290 S100A12   1.20428244
## AGGCCACTCATTCACT  -4.90766424  -5.06541274  FCER1A  -4.90766424
## GTTCGGGGTACAGTGG  -0.45996160  -0.51669681 S100A12  -0.45996160
## ACGAGGACAACTTGAC  -6.81145192  -8.26113045  FCER1A  -6.81145192
## TAGCCGGGTATATGGA   3.11120615  -7.90266155  FCGR3A   3.11120615
## GGATTACGTCTCTCTG   7.29075351  -7.26121685  FCGR3A   7.29075351
## GGCCGATCATCGATGT  -4.86375663  -6.32137527  FCER1A  -4.86375663
## ACATGGTTCGTTGCCT   6.07192886   1.87975647 S100A12   6.07192886
## GGGCATCTCTCCAACC  -1.09145651  -2.76895838 S100A12  -1.09145651
## AACTCAGTCTTGTATC   6.99949024   6.69804839 S100A12   6.99949024
## GGGTCTGTCCTAGAAC   0.53514803  -2.46137544 S100A12   0.53514803
## ATTATCCGTGTGCCTG  -6.87642091  -5.43162943  FCER1A  -6.87642091
## CCCAATCAGGCTAGCA  -4.51261141  -1.81433860  FCER1A  -4.51261141
## CAGCAGCTCAGATAAG   1.44474612   7.61986616 S100A12   1.44474612
## CTTAACTCACCGAAAG   0.29824497  -0.74949974 S100A12   0.29824497
## TGGGCGTAGTTGAGAT  -5.73863034   2.37744371 S100A12  -5.73863034
## AAGCCGCAGGGTATCG  -6.09325466  -6.80095703  FCER1A  -6.09325466
## TGCGGGTGTTTACTCT   1.23290849   3.73366066 S100A12   1.23290849
## TCACGAATCCCTCTTT  11.70222388  -1.56805179  FCGR3A  11.70222388
## TCAGATGCATTCACTT  -2.82423184   6.09277027 S100A12  -2.82423184
## GCGACCAAGATGCCTT   3.47381054  -5.56753164  FCGR3A   3.47381054
## CGTTAGACACAACGTT  -0.30417664  -4.70361688  FCER1A  -0.30417664
## GACACGCGTACAAGTA  -6.15506000  -1.52077387  FCER1A  -6.15506000
## CACACCTGTCGCGAAA   3.99537174  -4.73063071  FCGR3A   3.99537174
## CTTGGCTCAGCCTATA   0.65657032   6.04089456 S100A12   0.65657032
## CGAGCACTCTGCTGCT   5.52632038  -5.93487159  FCGR3A   5.52632038
## ACTATCTCATGCAACT   2.15258764  -6.28787922  FCGR3A   2.15258764
## GATGAGGTCCGCATAA  -4.09618282   3.36961680 S100A12  -4.09618282
## AAGGCAGCATGCGCAC   5.46147505  -1.95661598 S100A12   5.46147505
## TACTTGTTCTCGTATT   5.14068766  -2.85988127  FCGR3A   5.14068766
## ATTCTACCAGGCTGAA   9.20532050  -4.22910684  FCGR3A   9.20532050
## CGGTTAAAGTTACCCA  -2.59640228  -5.34122270  FCER1A  -2.59640228
## AGCGTCGAGATGTCGG   3.22116556  -5.79880667  FCGR3A   3.22116556
## CGACTTCCACGAAACG  -1.87710242   9.09477533 S100A12  -1.87710242
## AGTGTCAAGTGAAGAG   4.31253750   2.70756854 S100A12   4.31253750
## AAGGCAGCAAGTTCTG  -6.76801585  -8.71579299  FCER1A  -6.76801585
## TCGCGTTTCTCGCATC  -0.47799101  -4.68135361 S100A12  -0.47799101
## TTAGGACGTGAGTGAC   9.69651342  -0.53758747  FCGR3A   9.69651342
## ACAGCTACATCATCCC  -9.27496455   3.36403993 S100A12  -9.27496455
## GACTGCGCAAAGAATC  -4.70979533  -0.16957998 S100A12  -4.70979533
## ACATACGGTTTGACTG  -1.95116183  -2.51459225  FCER1A  -1.95116183
## ATCCGAATCTTGCATT   3.60147452  -6.41690893  FCGR3A   3.60147452
## CGTCTACCACATTCGA   9.77067793   1.22526835 S100A12   9.77067793
## ATAAGAGGTCAAGCGA  -2.93093925  -2.48472306  FCER1A  -2.93093925
## ACGGGTCCAATCACAC   3.50007426  -1.40150945 S100A12   3.50007426
## TAAGCGTCAATTGCTG   3.10978945   0.58342864 S100A12   3.10978945
## ACACCAAAGAGCCTAG   4.21953668   7.77868182 S100A12   4.21953668
## TATGCCCCATCACGTA  -4.23987570  -7.34788106  FCER1A  -4.23987570
## CATGGCGCATAACCTG  -4.16365840   6.92636393 S100A12  -4.16365840
## TACGGTAAGTTTCCTT   8.15975827  -5.51001774  FCGR3A   8.15975827
## GGAGCAAGTAATCACC  -2.80997091  -0.08549393 S100A12  -2.80997091
## GGGCATCCACATCCGG   3.35445596  -2.94834034 S100A12   3.35445596
## AGTGAGGGTTGCTCCT  11.13858480  -4.21401849  FCGR3A  11.13858480
## GAAATGAAGTGGGCTA   6.66877815  -2.92472121  FCGR3A   6.66877815
## GATCGTACAATAGCAA  -1.12845522   1.57733429 S100A12  -1.12845522
## GTAGTCAGTTTAGCTG  -5.80025841  -8.34972595  FCER1A  -5.80025841
## TCACAAGGTGACGCCT   0.70050214  -0.35171682  FCGR3A   0.70050214
##                             y pt.size
## GTCATTTTCCGCATCT  -1.14411589     0.5
## ATAAGAGAGGAGTTGC  -5.80920060     0.5
## CATTATCCATGGTCTA   2.10245924     0.5
## CTTAGGAGTGGCGAAT   3.01846758     0.5
## CATCAGAAGCACCGCT  -2.45037069     0.5
## GCGGGTTAGTAGCCGA  -2.44013086     0.5
## CAGAGAGAGCGCCTTG   0.97292959     0.5
## CTGAAGTCAGACACTT   0.63198478     0.5
## GGACGTCCAGGTGCCT  -9.04587550     0.5
## AAAGCAAGTGGTGTAG  -4.58355862     0.5
## TCTCATACAGGGCATA   4.29787740     0.5
## AACTCAGGTACTCGCG  -4.97608930     0.5
## CACATTTGTGAGTATA  -0.23972277     0.5
## ACTTTCAAGGTGTTAA  -0.64225708     0.5
## TGCCCATCAGACGCAA  -6.32730981     0.5
## CTAAGACCAATGCCAT   8.88711239     0.5
## CGGAGCTCATTTGCTT   5.07677379     0.5
## GAGCAGATCGACGGAA   0.77495094     0.5
## TAAACCGAGATCGATA   4.42928191     0.5
## GTCTCGTGTACATCCA   2.77937007     0.5
## GTATCTTAGACCCACC  -8.35125635     0.5
## GAGCAGAAGAGCCTAG  -9.14894701     0.5
## GTGCAGCTCACATAGC   1.62342789     0.5
## CCTATTAGTAAACCTC   1.44389187     0.5
## AGAGTGGAGTTTAGGA   3.94572818     0.5
## TACGGGCAGGTGATTA  -5.04148199     0.5
## ACTATCTCAATCTACG  -2.14442173     0.5
## CGAGCCATCAGGCAAG   2.17856607     0.5
## CGAATGTCAATTGCTG   0.69968511     0.5
## TACGGTATCGTTACGA  -0.89748401     0.5
## CTGTGCTCAAGGTGTG  -3.95312293     0.5
## CCATGTCGTAACGACG   1.90553235     0.5
## TGCTGCTAGACACTAA   6.45806438     0.5
## ACGGGTCTCGCTTAGA  -2.84083910     0.5
## ACGAGGAAGGCTAGCA   0.57608187     0.5
## GCACTCTGTCGGCACT  -3.49644546     0.5
## ATCATGGGTTTAAGCC   4.37841269     0.5
## GCATGTAGTAAAGGAG  -6.16710984     0.5
## CAACTAGAGTGGGCTA   5.49427352     0.5
## AACACGTCAATCAGAA  -8.70771496     0.5
## AAAGTAGGTGTCTGAT -10.04869014     0.5
## CTCATTATCGCTGATA  -4.28233908     0.5
## TACTCGCCAACGCACC  -8.07635947     0.5
## GGACATTGTCCTGCTT  -7.78745281     0.5
## ACTGAACAGAGCTGGT   0.29622831     0.5
## CTCGGGAAGTGCAAGC   3.33176046     0.5
## AGCTCCTAGCATGGCA  10.13905743     0.5
## TATTACCGTCGACTGC   0.94450007     0.5
## GAACGGACATTTCACT  -4.84578166     0.5
## CACAAACTCCCGGATG   4.97435484     0.5
## GCTCCTAAGGGAGTAA  -6.20630267     0.5
## GACTAACCATCACGTA  -9.74320844     0.5
## TACTCGCTCTTAACCT  -4.52472154     0.5
## AGGCCGTCAGGAACGT  -0.36641322     0.5
## CCACTACAGTGCTGCC   2.19803166     0.5
## ATCCACCCAAGCCGTC  -8.56403599     0.5
## GAGTCCGAGACTGTAA  -6.25618877     0.5
## AAGCCGCCAGAAGCAC   2.57486944     0.5
## GACACGCCAGATTGCT  -0.48759817     0.5
## CGACTTCAGGCTACGA   5.95092796     0.5
## GGGTTGCCAGTAAGCG  -6.25638008     0.5
## AGTGAGGGTCAGAATA  -3.85849118     0.5
## GATCTAGCAGCCACCA   2.64068002     0.5
## ACGAGGACAAGACGTG   8.59440685     0.5
## CATATGGCAAGCCGCT   1.36509291     0.5
## TTATGCTCAGACGCTC   9.69325154     0.5
## AGTGTCAAGTCGCCGT  -0.38514318     0.5
## AAGGCAGGTCTGCCAG  -5.58025656     0.5
## TCAGGATAGCCCGAAA  -4.40557878     0.5
## CCACTACCACTAGTAC   8.11291531     0.5
## AGCAGCCTCGCCAAAT  12.23460844     0.5
## CTGCCTATCCATGCTC   9.68138084     0.5
## GCTGCAGCATAGTAAG  -0.09756289     0.5
## GCGCAGTTCAGTTCGA   0.89826412     0.5
## GGGCATCGTAGCGCTC  -3.80621198     0.5
## CTAATGGGTTACGTCA   1.86983708     0.5
## ATTCTACGTTATCGGT   7.01566979     0.5
## GAAATGATCAGCTGGC   7.09818225     0.5
## TGCTACCTCGTCCAGG  -4.62923838     0.5
## ACATGGTCACTTACGA   4.66033726     0.5
## ACTTTCAAGCGTTGCC   0.13073672     0.5
## CCTACACGTAAACCTC   5.11939470     0.5
## ATTGGTGAGATCCCAT   1.20778796     0.5
## CCGGGATCACAGACAG   4.43462535     0.5
## CAGTAACTCTCTTGAT   3.40579977     0.5
## ATCTACTCAATAGCGG   7.66261968     0.5
## ACCCACTGTTAAGAAC  -7.83443481     0.5
## ACATACGTCTGCTTGC   1.34095953     0.5
## CGTCTACGTTGAACTC   2.54739231     0.5
## ATTATCCCAGCAGTTT  -1.09975667     0.5
## GAAACTCTCGTTACGA   4.30277669     0.5
## GATGAAACATCATCCC  -7.64548392     0.5
## CACAGTATCTGTCCGT  -3.13747846     0.5
## TGAAAGAAGGAGCGAG  12.08435988     0.5
## CCGGTAGAGACCGGAT   0.79033555     0.5
## TGCGGGTTCTAACCGA  -7.34990167     0.5
## GGCGACTTCGCGCCAA   2.43551652     0.5
## GGGATGAAGTCGCCGT   4.33795675     0.5
## GATTCAGGTACAGACG   2.58284869     0.5
## TAGACCACAAGAAGAG   5.19260544     0.5
## AATCCAGGTCAGAGGT  -6.92778695     0.5
## TGAGCCGCAATGGACG   5.18499389     0.5
## CACATAGGTACTCTCC   1.64686864     0.5
## CATGGCGAGCAATATG  -9.00129143     0.5
## CAGTAACGTTATTCTC  -4.17597477     0.5
## GCGAGAAGTTCCGTCT   3.73460866     0.5
## TTTACTGGTCCCTTGT  -4.08831890     0.5
## ATCATGGCACGAAATA   8.85657055     0.5
## CGCCAAGAGGCAGTCA   2.09424320     0.5
## CGTCCATGTCCAGTAT   3.74623356     0.5
## TGGCGCATCCATTCTA   6.39153881     0.5
## CCCATACGTAGCTTGT   5.74754345     0.5
## GCATGCGGTGCTGTAT   4.84638133     0.5
## TTCTTAGCATGCTAGT  -3.03784136     0.5
## TGCGCAGAGTGGACGT  -2.81896413     0.5
## ATTATCCGTTGCTCCT  13.06019267     0.5
## AGAATAGAGACTAGGC  -6.35168848     0.5
## CCTACACAGCTGCAAG  -5.93238345     0.5
## GACAGAGAGTGCTGCC  -0.53092398     0.5
## GTTCGGGTCCCAAGAT  -3.05065147     0.5
## AGTAGTCGTAAGCACG   0.59452481     0.5
## CTCACACGTACCTACA   4.56448093     0.5
## GCAGTTAAGTGGGTTG   3.10706140     0.5
## GTCAAGTCAGCTCGAC  -7.16183956     0.5
## GCTGCGATCCCTAACC -10.46527411     0.5
## GATCGTATCCCTAACC   3.59076401     0.5
## TGAGAGGTCCGTAGTA   3.73556443     0.5
## CTCGTCAGTGCACTTA   8.36583760     0.5
## AGCATACAGCAAATCA   1.12461716     0.5
## TCGGGACGTGTCAATC   0.99795162     0.5
## ATGCGATGTAAACACA   7.80550564     0.5
## CATGACACACAACGTT  -1.71364769     0.5
## GCTTGAAGTGCTAGCC   2.99783379     0.5
## TTTGGTTTCTCTTATG   2.32143310     0.5
## ACACCCTGTGAAATCA  -2.50132195     0.5
## ATCATGGTCCCTCAGT   6.21876269     0.5
## CCTCTGACAATCAGAA   9.11916935     0.5
## ACATACGAGACACTAA  -7.18055698     0.5
## TCACAAGTCCGTAGGC  -4.28225565     0.5
## GCAGTTAGTCCAGTGC  -3.88227102     0.5
## AGTGAGGGTTACAGAA  -1.22463288     0.5
## CACACAAGTAATCACC   4.20286998     0.5
## GATCGCGAGGCTAGAC   2.75923307     0.5
## CTCGTACTCCTTTCGG  -1.49764228     0.5
## ATCCACCTCGGCGGTT  -6.83170350     0.5
## GAAGCAGAGCTAGTTC  -3.00639841     0.5
## CAGTCCTAGTGTCTCA  -2.53717266     0.5
## CGCTTCACAATGGATA  -0.90005997     0.5
## TCCCGATTCATATCGG   2.80000895     0.5
## TGTGGTACATATACCG  -0.06079728     0.5
## TACCTTACACTACAGT  -4.79332586     0.5
## GTAGGCCGTCCGTCAG   6.63626143     0.5
## CAGAATCCAATCAGAA  -0.20410889     0.5
## GGATTACTCTGTGCAA  -8.18483086     0.5
## GTCGTAAGTTTGTTTC  -8.15167839     0.5
## GATCGTAAGCCAGTAG   7.55479250     0.5
## GACTACAGTTAAAGAC   9.22626418     0.5
## CATGACACAACACCTA   6.51156957     0.5
## CACCAGGTCACGCGGT  -9.31566501     0.5
## GTCTTCGTCTGAGTGT  -1.02858349     0.5
## CCTTCGAAGTGGGATC   3.21719339     0.5
## GTGCGGTGTCCTGCTT   3.59999486     0.5
## GTCACAACATGCCTTC  -3.24565252     0.5
## CAGAGAGTCAGTCAGT   2.60730626     0.5
## GTGCGGTGTACTCTCC   1.09372301     0.5
## CAGCTAATCAAGATCC  -1.04747047     0.5
## CAAGATCGTTGGGACA   5.56631705     0.5
## TTTATGCCATCACAAC  -5.33388817     0.5
## CGGTTAATCCCAAGTA  -3.77426782     0.5
## TAGCCGGTCCGTAGTA  -7.96430635     0.5
## ACGAGCCGTGTTTGTG  -5.89509026     0.5
## AGCATACCAAACCCAT  10.70767225     0.5
## GAAATGATCAACACTG   0.80906547     0.5
## TATCTCACATAACCTG  -4.64629733     0.5
## CCGTACTCACTTCTGC  -6.89627361     0.5
## CTAGAGTTCAGAGGTG   3.45971742     0.5
## CTGATAGCATACAGCT   9.54549612     0.5
## TCGAGGCCACGGTAGA  -8.85106399     0.5
## GATCAGTTCACTTATC   2.07003583     0.5
## GTTTCTAAGCCCTAAT   5.43926312     0.5
## CAGCTGGAGGAATTAC  -5.54359154     0.5
## AGAGTGGTCGATCCCT   4.17465945     0.5
## CATGGCGCAACTGCTA   6.96953658     0.5
## CTGGTCTGTATATGGA  -5.97872635     0.5
## CGTCACTCACAGGAGT  -0.99276512     0.5
## AACTGGTTCAACCAAC  -9.87021253     0.5
## CCATTCGCAGGGAGAG   5.55019825     0.5
## CATCAGATCTTCAACT  10.25875175     0.5
## GAATGAATCAGGCAAG   6.34499536     0.5
## TGTCCCATCGAATGCT   0.67079031     0.5
## AGTGGGACAGCCAATT   3.49458914     0.5
## AGAGCTTTCACATGCA   3.98988373     0.5
## TGCGGGTTCTGCAGTA   8.65330852     0.5
## GTCGTAAGTCGGCACT   5.83804804     0.5
## CTCGAGGTCGGAGCAA   6.30372018     0.5
## CTACACCAGATGAGAG  -0.72726102     0.5
## ACGGCCATCTTACCTA   0.39835201     0.5
## CCCAGTTCACACCGAC  -0.57448983     0.5
## TCGGGACTCGGATGGA  -6.48229255     0.5
## CATCGGGTCCCGACTT  -2.25317674     0.5
## CTTAACTGTAAGGATT  -4.46787285     0.5
## AACCATGAGCGTAATA  -1.95172230     0.5
## TCAGATGGTCTTCTCG   5.81669227     0.5
## CTCACACTCCCAACGG  10.71553889     0.5
## CCATGTCAGGATGGAA   8.77044269     0.5
## GGGTCTGGTACTTGAC   9.78172868     0.5
## GGAACTTCACAGTCGC   3.95272945     0.5
## GACCTGGCACATCCAA  -4.13410979     0.5
## CAGTCCTCAAGACACG  -9.21893678     0.5
## AGATCTGCATATGGTC  -1.94674173     0.5
## CATCAGAGTATTCTCT   7.34867092     0.5
## TGCACCTTCGATAGAA   6.37505079     0.5
## CCTACACTCCCAAGTA   7.99187642     0.5
## ACTTTCATCGTAGATC  -8.24667573     0.5
## TTGCGTCCACCATGTA   4.59403729     0.5
## AAATGCCAGGTGCTAG   3.40013701     0.5
## ATGCGATGTCCATCCT  -5.53765884     0.5
## CCAGCGAAGCCACTAT  -2.08306601     0.5
## TACTTGTAGTGTACTC  -5.80734172     0.5
## AGGGATGTCTCGCTTG  -1.23479390     0.5
## TGTCCCAGTATTAGCC   2.79017232     0.5
## TGCTACCTCGCACTCT  -1.58177943     0.5
## GTAACGTCAGTATAAG  -6.77664111     0.5
## GCGCAACGTTCGTTGA  -7.26804705     0.5
## GCGAGAACATGAGCGA  -6.21945585     0.5
## TGCCCTAGTGCACCAC -10.54449516     0.5
## CTAGAGTGTAAACACA   3.00323807     0.5
## AGTAGTCCACCGGAAA   1.29593503     0.5
## CATATTCTCAGCGATT  -6.05888424     0.5
## GAATGAAGTAACGACG  -3.73002481     0.5
## GATCAGTAGTACTTGC   9.41027557     0.5
## CAAGAAACAGGATTGG  -6.82649120     0.5
## CCTATTATCAACACTG   2.24240243     0.5
## CAGCAGCTCTGCGGCA  12.33059688     0.5
## ATAAGAGAGCTGCGAA  -7.73412353     0.5
## AGATCTGCACCTATCC  11.17316046     0.5
## GACACGCGTAGAGCTG   3.60210722     0.5
## TACACGAAGCTAGGCA   0.06817635     0.5
## AACACGTTCCGAAGAG   6.64303511     0.5
## TTAACTCGTGTAATGA  -6.93287743     0.5
## TGGCGCAGTTCAGACT  -5.24670832     0.5
## CATCAGAGTCTAGTCA  -5.05624570     0.5
## CTAGAGTAGCATGGCA  -5.97046169     0.5
## TACGGTAAGCGTGAAC  -3.56100863     0.5
## TGACTTTTCGGATGTT  -5.47256566     0.5
## CTCACACTCCTACAGA  -9.62105443     0.5
## CCGTACTCACTGAAGG   2.86895019     0.5
## ATAACGCGTGGAAAGA   4.70825033     0.5
## GCTTGAAAGCTAGGCA  -7.42848725     0.5
## AAGTCTGGTGTTGGGA   1.51872082     0.5
## CGATCGGGTACAGCAG  -2.97621906     0.5
## AGTAGTCTCGATGAGG  -1.20957629     0.5
## CGACCTTCAGACGCTC  -8.10322083     0.5
## GCATACACATGCAACT  -1.54593764     0.5
## TCCCGATTCGCAGGCT  -8.42302898     0.5
## TTAGGCAAGATCGATA  -8.64434536     0.5
## TCGTACCAGGCAAAGA   5.37130035     0.5
## GGATGTTGTATAGGGC  -6.74914468     0.5
## AATCCAGCAGAGTGTG   8.38943350     0.5
## CATGCCTCACGGCCAT  -9.61499249     0.5
## CTCGAAACACATGACT  -2.65249149     0.5
## CTGCCTAGTTGCGTTA   9.21494585     0.5
## GGCGACTAGACAGAGA  -3.42744262     0.5
## TACAGTGGTGTAATGA  -3.53521506     0.5
## ACGAGCCTCTTATCTG  -1.27182534     0.5
## GGGAATGCAAATACAG  -6.11075222     0.5
## TGCACCTGTACCGAGA   1.72328976     0.5
## ATCATCTTCAGTCAGT  12.24363564     0.5
## CATATTCGTACAGTTC   8.43532313     0.5
## GCATGATGTTCCACTC   0.31962537     0.5
## AAGGCAGTCACGACTA   2.97550552     0.5
## GAAACTCTCTATCCCG  12.05825670     0.5
## AGCATACTCTGCTGTC  -6.48804827     0.5
## TGGGCGTCAGCGTTCG  -2.11320331     0.5
## TCGTAGAGTTCGTCTC  10.88566026     0.5
## GACAGAGGTACCGCTG  -4.82226431     0.5
## TCTCATACACATAACC   8.90837081     0.5
## TGGGCGTCATTGAGCT   2.93853580     0.5
## CATGACACATGTCTCC   7.33847336     0.5
## GAATAAGGTGCACGAA  -8.14290928     0.5
## TGCGCAGCAAGCGAGT   7.80776642     0.5
## CTTCTCTCAGCCAGAA   2.80004005     0.5
## AAGCCGCAGTGGCACA   3.68181036     0.5
## CTCTACGAGTGGACGT  -9.50922800     0.5
## GTCATTTTCTATCCCG  -3.74157575     0.5
## CGAGCACAGCCACTAT  -2.83978120     0.5
## AGTAGTCGTAACGACG  -4.65782345     0.5
## GACGTGCAGAGGGATA   2.97191294     0.5
## GTCTTCGTCCAACCAA  -2.09587822     0.5
## CAAGGCCTCGCCCTTA   5.66400673     0.5
## TGTGGTACATGGTTGT  -3.50062647     0.5
## CCTCAGTTCGAATGCT  -0.81774477     0.5
## ACCGTAATCTGAGGGA  -8.14895190     0.5
## GTTAAGCCAGTTCATG  11.58202896     0.5
## CTGCCTATCAATCTCT   0.13206874     0.5
## GACGGCTTCTCCAACC  -2.62696753     0.5
## TTTCCTCCAGTTCCCT   3.31334902     0.5
## GCGCCAAAGCCCTAAT   0.13827321     0.5
## CCACCTATCCCGACTT   0.69027164     0.5
## TTTATGCCAGGGCATA  -0.40989226     0.5
## TACAGTGTCGCGGATC   1.84737097     0.5
## AGCTCTCCACCACGTG   6.56561972     0.5
## GTGGGTCCATTGAGCT  -9.54452579     0.5
## GGGATGACAGACTCGC  10.48513708     0.5
## ACACCAAGTTCGGGCT  -8.64796215     0.5
## TGATTTCAGCTATGCT  -4.44138849     0.5
## TGGCCAGAGAGGGCTT  -5.77915961     0.5
## TCGGTAAGTAAAGTCA  -2.97098629     0.5
## TGAAAGAGTCCCTTGT  -7.08861809     0.5
## CCGTGGATCGTTTATC  -3.58215476     0.5
## GAACCTATCCTCAACC   4.71247062     0.5
## GCGCAGTCATCCAACA  -4.88353965     0.5
## ACATGGTTCGCGCCAA  -6.03005001     0.5
## CTTGGCTGTACGCACC   7.51294349     0.5
## AGATTGCAGGCCCGTT   3.77222683     0.5
## AGGCCGTGTTACGGAG  -8.67788945     0.5
## GGTGTTAGTTAAGATG  -1.35222896     0.5
## GGAATAATCCTGTAGA  -7.00603363     0.5
## TATTACCGTATTAGCC  -3.86855800     0.5
## ATAACGCGTTAGTGGG   3.56042745     0.5
## AAACGGGGTTATCCGA  -2.63440460     0.5
## TGTGGTATCGTTTAGG  -7.15426197     0.5
## ATCACGAGTATGAATG   0.93446882     0.5
## CAGCAGCTCACCTCGT  10.34641581     0.5
## CCAATCCGTATTACCG  -0.51229774     0.5
## TTCTACATCACATAGC  -3.18570380     0.5
## TGTCCCATCGTATCAG  11.43072654     0.5
## AGCTCTCAGTGTTTGC   6.06966415     0.5
## CAACCTCAGTAACCCT  -3.88075213     0.5
## GTGGGTCAGGTAAACT  -1.55953058     0.5
## TAAGTGCCACGTCAGC   8.17369797     0.5
## GACCTGGCAGCCACCA  11.22100813     0.5
## ACAGCCGCAGGATCGA   5.85484545     0.5
## AACTCCCCAGCTCGCA   8.00788191     0.5
## GGAAAGCGTCTCTCGT  -2.25339975     0.5
## CGCTTCAAGCAGGTCA  -6.11542095     0.5
## GATCGCGAGAAGGGTA  -7.00798054     0.5
## AAGCCGCCAGGATTGG  -5.21575080     0.5
## ATTGGACGTCGTGGCT   2.70791624     0.5
## CCCATACCACTAAGTC  -5.13931400     0.5
## TCTCTAATCCCATTTA  -6.19086129     0.5
## TCGTAGAGTGGTACAG   8.68829446     0.5
## AAACGGGAGAGACGAA   5.30895661     0.5
## GACTACATCACCACCT  -7.64271166     0.5
## GAAACTCAGTTGAGTA   4.49815376     0.5
## CCCTCCTTCCTCCTAG  -4.22202902     0.5
## GCGACCATCACGGTTA  -8.75694896     0.5
## TCTCTAAAGAGTCGGT  -5.92273986     0.5
## GGCTCGATCTCACATT   1.05182909     0.5
## CTGATAGAGGCAGGTT  -7.56386341     0.5
## CATGCCTAGGAGTTTA  -4.59274231     0.5
## TGGCTGGTCAGCCTAA   9.00774547     0.5
## TCAGATGTCGTTACAG   8.70238175     0.5
## CAGCTGGGTTATGTGC   4.75475025     0.5
## GGAACTTAGTCGTACT   7.99336169     0.5
## CCGGGATCACCGGAAA  -8.43891703     0.5
## CCTTCGATCAAAGACA   3.59973375     0.5
## CGAGAAGGTATCGCAT   0.19907228     0.5
## CCTAAAGAGACTGGGT   5.39916112     0.5
## CAGATCACATTGGCGC  -7.81228573     0.5
## CTAGCCTAGCTGGAAC  -6.99834723     0.5
## ATTGGTGTCTCGTATT  -4.52758622     0.5
## GGGAATGTCAAAGTAG  -6.48094232     0.5
## CCATGTCCACGGCCAT   7.88343017     0.5
## GGCAATTCATATGGTC   8.04551799     0.5
## CTGTGCTCATGTCCTC  -0.81182949     0.5
## TTAACTCCAACGCACC   0.89456912     0.5
## CGAACATAGCGGCTTC   5.87545231     0.5
## TCGCGTTAGGCACATG  -5.61737892     0.5
## GGGTTGCCAAACTGCT   5.54937808     0.5
## ATAAGAGCAGGTGCCT  -4.01514173     0.5
## CGGACACGTATTCGTG  -2.93716361     0.5
## CTGATAGTCACGACTA  10.41840973     0.5
## GAACATCGTGAGTATA  -2.70174262     0.5
## TGCTACCAGTGGTCCC  -1.96800089     0.5
## GCTGGGTAGTCTTGCA   5.46749082     0.5
## TACGGATGTCTAACGT   2.66122812     0.5
## TGGGCGTCAATGGATA  -4.51963228     0.5
## CTGCTGTCATTTGCTT  -3.68460407     0.5
## GGGCATCAGCAGCCTC  -7.80066547     0.5
## CGTGAGCAGACTAGAT   4.40428164     0.5
## CAGCGACCACACCGAC  -4.96831132     0.5
## CCCAATCCAGTTAACC  -5.31253901     0.5
## CAGCGACTCAGCGACC   1.03919604     0.5
## GAGCAGAAGCTATGCT  -5.74175361     0.5
## CTCTGGTTCACTTCAT   5.19713475     0.5
## CGCGTTTCAGCTGTGC  -4.70906380     0.5
## GGACGTCCACCTCGGA  -0.18156575     0.5
## TAGTTGGAGAGTTGGC   2.52680021     0.5
## ATTGGTGTCGGAATCT   3.74448914     0.5
## GAATGAACACGGCCAT  -2.51761051     0.5
## GTGCATACAAGGTGTG   7.37626848     0.5
## GGAATAAGTCGGCACT   9.58026977     0.5
## ACCCACTTCCAAAGTC   7.76730626     0.5
## ACTATCTCAATTCCTT  -2.63145283     0.5
## AGCATACAGTGGGATC  -2.64193375     0.5
## CTGAAGTGTTTCGCTC  -8.40342447     0.5
## TTCTCAATCAACACAC   1.93934687     0.5
## CGGAGCTAGAGACGAA   7.94538295     0.5
## CTGGTCTAGTTTGCGT   0.08870756     0.5
## AACGTTGAGAGTCGGT  -2.58067577     0.5
## AGGGATGTCTCCAACC  -1.37882493     0.5
## AACCATGAGGTGACCA   8.17648133     0.5
## ATCTACTTCACATACG   0.42022410     0.5
## CCTAAAGAGTCTCAAC   0.77124909     0.5
## ACACCCTAGAGTTGGC  -5.59898924     0.5
## CCGTTCACAGCTGTTA   4.00600856     0.5
## ATCTACTCAGCAGTTT  12.96836002     0.5
## AGAGCGAGTCCGTTAA   8.35620941     0.5
## TCATTACTCCAGAGGA   5.38452873     0.5
## GTCTCGTCATTAGGCT   4.64005425     0.5
## TGGGCGTAGGCAGTCA  -0.17961602     0.5
## GTGAAGGCAGACAAAT  -4.56984427     0.5
## GGAAAGCTCACTTATC  -5.57285061     0.5
## CTACATTGTACCCAAT   0.37852016     0.5
## TTAGGCAGTCAAACTC   6.64261818     0.5
## TACCTATGTAACGTTC  -2.62017513     0.5
## TGAGCCGGTATTCGTG  -1.16484115     0.5
## GGGATGATCCAGAGGA   2.43590535     0.5
## TTTCCTCCATCGATTG  -7.34317443     0.5
## AGGGAGTTCCTATTCA   8.87374452     0.5
## GGTATTGAGAGCCTAG  -6.58441511     0.5
## AACTCTTCACGGCTAC   9.86536960     0.5
## GACTACATCGTTTAGG  -0.28633293     0.5
## GGGCACTAGTGAAGTT   9.16285421     0.5
## TTTATGCCAAAGCAAT   6.00900010     0.5
## CTAGAGTGTGCAACTT  -4.83612204     0.5
## ACCCACTCAGCGAACA   4.44343591     0.5
## TACGGTACACATCTTT   6.51831416     0.5
## GCGCGATTCCGAGCCA  -5.91189729     0.5
## CCACGGAAGTTTAGGA  -5.89891341     0.5
## CGTCTACGTCACTGGC  -5.85959436     0.5
## CTGGTCTTCACGGTTA   9.85755409     0.5
## GTCAAGTGTTCATGGT   6.99073742     0.5
## TACCTATTCTCTGAGA   2.01159978     0.5
## CACAAACAGGGAGTAA  -0.31202862     0.5
## CGAATGTCAAGCCCAC  -5.73310011     0.5
## AAACCTGGTAGCCTAT  -3.43402165     0.5
## CTACCCAGTATTAGCC  11.04530290     0.5
## AGGCCACTCATTCACT  -5.06541274     0.5
## GTTCGGGGTACAGTGG  -0.51669681     0.5
## ACGAGGACAACTTGAC  -8.26113045     0.5
## TAGCCGGGTATATGGA  -7.90266155     0.5
## GGATTACGTCTCTCTG  -7.26121685     0.5
## GGCCGATCATCGATGT  -6.32137527     0.5
## ACATGGTTCGTTGCCT   1.87975647     0.5
## GGGCATCTCTCCAACC  -2.76895838     0.5
## AACTCAGTCTTGTATC   6.69804839     0.5
## GGGTCTGTCCTAGAAC  -2.46137544     0.5
## ATTATCCGTGTGCCTG  -5.43162943     0.5
## CCCAATCAGGCTAGCA  -1.81433860     0.5
## CAGCAGCTCAGATAAG   7.61986616     0.5
## CTTAACTCACCGAAAG  -0.74949974     0.5
## TGGGCGTAGTTGAGAT   2.37744371     0.5
## AAGCCGCAGGGTATCG  -6.80095703     0.5
## TGCGGGTGTTTACTCT   3.73366066     0.5
## TCACGAATCCCTCTTT  -1.56805179     0.5
## TCAGATGCATTCACTT   6.09277027     0.5
## GCGACCAAGATGCCTT  -5.56753164     0.5
## CGTTAGACACAACGTT  -4.70361688     0.5
## GACACGCGTACAAGTA  -1.52077387     0.5
## CACACCTGTCGCGAAA  -4.73063071     0.5
## CTTGGCTCAGCCTATA   6.04089456     0.5
## CGAGCACTCTGCTGCT  -5.93487159     0.5
## ACTATCTCATGCAACT  -6.28787922     0.5
## GATGAGGTCCGCATAA   3.36961680     0.5
## AAGGCAGCATGCGCAC  -1.95661598     0.5
## TACTTGTTCTCGTATT  -2.85988127     0.5
## ATTCTACCAGGCTGAA  -4.22910684     0.5
## CGGTTAAAGTTACCCA  -5.34122270     0.5
## AGCGTCGAGATGTCGG  -5.79880667     0.5
## CGACTTCCACGAAACG   9.09477533     0.5
## AGTGTCAAGTGAAGAG   2.70756854     0.5
## AAGGCAGCAAGTTCTG  -8.71579299     0.5
## TCGCGTTTCTCGCATC  -4.68135361     0.5
## TTAGGACGTGAGTGAC  -0.53758747     0.5
## ACAGCTACATCATCCC   3.36403993     0.5
## GACTGCGCAAAGAATC  -0.16957998     0.5
## ACATACGGTTTGACTG  -2.51459225     0.5
## ATCCGAATCTTGCATT  -6.41690893     0.5
## CGTCTACCACATTCGA   1.22526835     0.5
## ATAAGAGGTCAAGCGA  -2.48472306     0.5
## ACGGGTCCAATCACAC  -1.40150945     0.5
## TAAGCGTCAATTGCTG   0.58342864     0.5
## ACACCAAAGAGCCTAG   7.77868182     0.5
## TATGCCCCATCACGTA  -7.34788106     0.5
## CATGGCGCATAACCTG   6.92636393     0.5
## TACGGTAAGTTTCCTT  -5.51001774     0.5
## GGAGCAAGTAATCACC  -0.08549393     0.5
## GGGCATCCACATCCGG  -2.94834034     0.5
## AGTGAGGGTTGCTCCT  -4.21401849     0.5
## GAAATGAAGTGGGCTA  -2.92472121     0.5
## GATCGTACAATAGCAA   1.57733429     0.5
## GTAGTCAGTTTAGCTG  -8.34972595     0.5
## TCACAAGGTGACGCCT  -0.35171682     0.5

DGE: All Cells

  • DGE methods available in Seurat include:
  • DESeq2DETest()
  • DiffExpTest()
  • DiffTTest()
# Available DGE methods:
## "wilcox", "bimod", "roc", "t", "tobit", "poisson", "negbinom", "MAST", "DESeq2"
runDGE <- function(pbmc, meta_var, group1, group2, test.use="wilcox"){
  #print(paste("DGE_allCells",meta_var,sep="_")) 
  pbmc <- SetAllIdent(pbmc, id = meta_var)
  pbmc <- StashIdent(pbmc, save.name = meta_var)  
  DEGs <- FindMarkers(pbmc, ident.1=group1, ident.2=group2, test.use=test.use)
  DEGs$gene <- row.names(DEGs)
  return(DEGs)
}

PD vs. Controls

DEG_df <-runDGE(pbmc, "dx", group1 = "PD", group2="control")
cap = paste("DEGs (All Cells): PD vs. Controls")

createDT(DEG_df, caption = cap)
volcanoPlot(DEG_df, caption = cap)

LRRK vs. PD

DEG_df <-runDGE(pbmc, "mut", "LRRK2", "PD")
cap <- paste("DEGs (All Cells): LRRK2 vs. PD")

createDT(DEG_df, caption = cap)
volcanoPlot(DEG_df, caption = cap)

DGE: CD14++/CD16+ vs. CD14++/CD16–

DEG_df <-runDGE(pbmc, "CellType_DGE", "CD14++/CD16+", "CD14++/CD16--")
## Error in WhichCells(object = object, ident = ident.1): Identity : CD14++/CD16+ not found.
cap <- paste("DEGs (All Cells): CD14++/CD16+ vs. CD14++/CD16--")

createDT(DEG_df, caption = cap)
volcanoPlot(DEG_df, caption = cap)

DGE: Within Clusters

DGE_within_clusters <- function(pbmc, meta_var, group1, group2){
  for (clust in unique(pbmc@ident)){
    # Subset cells by cluster
   pbmc <- SetAllIdent(pbmc, id = "post_clustering")
   pbmc_clustSub <- SubsetData(pbmc, ident.use = clust, subset.raw = T) 
   cap <- paste("Cluster ",clust,": \n ",group1," vs. ", group2, sep="") 
   cat('\n')   
   cat("### ",cap)
   # DGE
   DEG_df <-runDGE(pbmc_clustSub, meta_var, group1 , group2 ) 
   # Show results
   volcanoPlot(DEG_df, caption = cap)
   createDT(DEG_df, caption = cap)
   cat('\n')   
  } 
}

Between Disease Groups

DGE_within_clusters(pbmc, "dx", "PD", "control") 
## Error in WhichCells(object = object, ident = ident.use, ident.remove = ident.remove, : Identity : S100A12 not found.

Between Mutation Groups

DGE_within_clusters(pbmc, "mut", "LRKK2", "PD")
## Error in WhichCells(object = object, ident = ident.use, ident.remove = ident.remove, : Identity : S100A12 not found.

Between Mutation Groups

DGE_within_clusters(pbmc, "CellType_DGE", "CD14++/CD16+", "CD14++/CD16--") 
## Error in WhichCells(object = object, ident = ident.use, ident.remove = ident.remove, : Identity : S100A12 not found.
DGE_within_clusters(pbmc, "CellType_AvgExp", "CD14++/CD16+", "CD14++/CD16--")
## Error in WhichCells(object = object, ident = ident.use, ident.remove = ident.remove, : Identity : S100A12 not found.

Try Different Cluster Resolutions

If you perturb some of our parameter choices above (for example, setting resolution=0.8 or changing the number of PCs), you might see the CD4 T cells subdivide into two groups. You can explore this subdivision to find markers separating the two T cell subsets. However, before reclustering (which will overwrite object@ident), we can stash our renamed identities to be easily recovered later.

Find New Clusters

new_resolution <- 3.0
orig_resolution <- paste("resolution",params$resolution,sep="_")
pbmc <- StashIdent(object = pbmc, save.name = orig_resolution) 

## Warning in BuildSNN(object = object, genes.use = genes.use, reduction.type
## = reduction.type, : Build parameters exactly match those of already
## computed and stored SNN. To force recalculation, set force.recalc to TRUE.
pbmc <- FindClusters(object = pbmc, reduction.type = "pca", dims.use = 1:10,
                     resolution = new_resolution, print.output = F)
## 4 singletons identified. 33 final clusters.
pbmc <- StashIdent(object = pbmc, save.name = "resolution_3.0") 

plot1 <- TSNEPlot(object = pbmc, do.return = TRUE, no.legend = TRUE, do.label = TRUE, label.size=labSize)
plot2 <- TSNEPlot(object = pbmc, do.return = TRUE, group.by = "ClusterNames_0.6", 
                  no.legend = TRUE, do.label = TRUE, label.size=labSize)
## Error in FetchData(object = object, vars.all = group.by): Error: ClusterNames_0.6 not found
plot_grid(plot1, plot2)
## Error in plot_grid(plot1, plot2): object 'plot2' not found

Find New Biomarkers

res3.0_markers <- FindAllMarkers(object = pbmc, min.pct = 0.25, thresh.use = 0.25,  only.pos = F,  test.use = "wilcox")
FeaturePlot(object = pbmc, features.plot = top1$gene, cols.use = c("green", "blue"))

# Set back to orig
pbmc <- SetAllIdent(object = pbmc, id = orig_resolution) 

Save Results

# Save results for EACH run (in their respective subfolders)
saveRDS(pbmc, file=file.path(params$resultsPath, "cd14-processed.rds") )